diff --git "a/lightgbm_tfidf_model.txt" "b/lightgbm_tfidf_model.txt"
new file mode 100644--- /dev/null
+++ "b/lightgbm_tfidf_model.txt"
@@ -0,0 +1,11192 @@
+tree
+version=v4
+num_class=1
+num_tree_per_iteration=1
+label_index=0
+max_feature_idx=20009
+objective=binary sigmoid:1
+feature_names=Column_0 Column_1 Column_2 Column_3 Column_4 Column_5 Column_6 Column_7 Column_8 Column_9 Column_10 Column_11 Column_12 Column_13 Column_14 Column_15 Column_16 Column_17 Column_18 Column_19 Column_20 Column_21 Column_22 Column_23 Column_24 Column_25 Column_26 Column_27 Column_28 Column_29 Column_30 Column_31 Column_32 Column_33 Column_34 Column_35 Column_36 Column_37 Column_38 Column_39 Column_40 Column_41 Column_42 Column_43 Column_44 Column_45 Column_46 Column_47 Column_48 Column_49 Column_50 Column_51 Column_52 Column_53 Column_54 Column_55 Column_56 Column_57 Column_58 Column_59 Column_60 Column_61 Column_62 Column_63 Column_64 Column_65 Column_66 Column_67 Column_68 Column_69 Column_70 Column_71 Column_72 Column_73 Column_74 Column_75 Column_76 Column_77 Column_78 Column_79 Column_80 Column_81 Column_82 Column_83 Column_84 Column_85 Column_86 Column_87 Column_88 Column_89 Column_90 Column_91 Column_92 Column_93 Column_94 Column_95 Column_96 Column_97 Column_98 Column_99 Column_100 Column_101 Column_102 Column_103 Column_104 Column_105 Column_106 Column_107 Column_108 Column_109 Column_110 Column_111 Column_112 Column_113 Column_114 Column_115 Column_116 Column_117 Column_118 Column_119 Column_120 Column_121 Column_122 Column_123 Column_124 Column_125 Column_126 Column_127 Column_128 Column_129 Column_130 Column_131 Column_132 Column_133 Column_134 Column_135 Column_136 Column_137 Column_138 Column_139 Column_140 Column_141 Column_142 Column_143 Column_144 Column_145 Column_146 Column_147 Column_148 Column_149 Column_150 Column_151 Column_152 Column_153 Column_154 Column_155 Column_156 Column_157 Column_158 Column_159 Column_160 Column_161 Column_162 Column_163 Column_164 Column_165 Column_166 Column_167 Column_168 Column_169 Column_170 Column_171 Column_172 Column_173 Column_174 Column_175 Column_176 Column_177 Column_178 Column_179 Column_180 Column_181 Column_182 Column_183 Column_184 Column_185 Column_186 Column_187 Column_188 Column_189 Column_190 Column_191 Column_192 Column_193 Column_194 Column_195 Column_196 Column_197 Column_198 Column_199 Column_200 Column_201 Column_202 Column_203 Column_204 Column_205 Column_206 Column_207 Column_208 Column_209 Column_210 Column_211 Column_212 Column_213 Column_214 Column_215 Column_216 Column_217 Column_218 Column_219 Column_220 Column_221 Column_222 Column_223 Column_224 Column_225 Column_226 Column_227 Column_228 Column_229 Column_230 Column_231 Column_232 Column_233 Column_234 Column_235 Column_236 Column_237 Column_238 Column_239 Column_240 Column_241 Column_242 Column_243 Column_244 Column_245 Column_246 Column_247 Column_248 Column_249 Column_250 Column_251 Column_252 Column_253 Column_254 Column_255 Column_256 Column_257 Column_258 Column_259 Column_260 Column_261 Column_262 Column_263 Column_264 Column_265 Column_266 Column_267 Column_268 Column_269 Column_270 Column_271 Column_272 Column_273 Column_274 Column_275 Column_276 Column_277 Column_278 Column_279 Column_280 Column_281 Column_282 Column_283 Column_284 Column_285 Column_286 Column_287 Column_288 Column_289 Column_290 Column_291 Column_292 Column_293 Column_294 Column_295 Column_296 Column_297 Column_298 Column_299 Column_300 Column_301 Column_302 Column_303 Column_304 Column_305 Column_306 Column_307 Column_308 Column_309 Column_310 Column_311 Column_312 Column_313 Column_314 Column_315 Column_316 Column_317 Column_318 Column_319 Column_320 Column_321 Column_322 Column_323 Column_324 Column_325 Column_326 Column_327 Column_328 Column_329 Column_330 Column_331 Column_332 Column_333 Column_334 Column_335 Column_336 Column_337 Column_338 Column_339 Column_340 Column_341 Column_342 Column_343 Column_344 Column_345 Column_346 Column_347 Column_348 Column_349 Column_350 Column_351 Column_352 Column_353 Column_354 Column_355 Column_356 Column_357 Column_358 Column_359 Column_360 Column_361 Column_362 Column_363 Column_364 Column_365 Column_366 Column_367 Column_368 Column_369 Column_370 Column_371 Column_372 Column_373 Column_374 Column_375 Column_376 Column_377 Column_378 Column_379 Column_380 Column_381 Column_382 Column_383 Column_384 Column_385 Column_386 Column_387 Column_388 Column_389 Column_390 Column_391 Column_392 Column_393 Column_394 Column_395 Column_396 Column_397 Column_398 Column_399 Column_400 Column_401 Column_402 Column_403 Column_404 Column_405 Column_406 Column_407 Column_408 Column_409 Column_410 Column_411 Column_412 Column_413 Column_414 Column_415 Column_416 Column_417 Column_418 Column_419 Column_420 Column_421 Column_422 Column_423 Column_424 Column_425 Column_426 Column_427 Column_428 Column_429 Column_430 Column_431 Column_432 Column_433 Column_434 Column_435 Column_436 Column_437 Column_438 Column_439 Column_440 Column_441 Column_442 Column_443 Column_444 Column_445 Column_446 Column_447 Column_448 Column_449 Column_450 Column_451 Column_452 Column_453 Column_454 Column_455 Column_456 Column_457 Column_458 Column_459 Column_460 Column_461 Column_462 Column_463 Column_464 Column_465 Column_466 Column_467 Column_468 Column_469 Column_470 Column_471 Column_472 Column_473 Column_474 Column_475 Column_476 Column_477 Column_478 Column_479 Column_480 Column_481 Column_482 Column_483 Column_484 Column_485 Column_486 Column_487 Column_488 Column_489 Column_490 Column_491 Column_492 Column_493 Column_494 Column_495 Column_496 Column_497 Column_498 Column_499 Column_500 Column_501 Column_502 Column_503 Column_504 Column_505 Column_506 Column_507 Column_508 Column_509 Column_510 Column_511 Column_512 Column_513 Column_514 Column_515 Column_516 Column_517 Column_518 Column_519 Column_520 Column_521 Column_522 Column_523 Column_524 Column_525 Column_526 Column_527 Column_528 Column_529 Column_530 Column_531 Column_532 Column_533 Column_534 Column_535 Column_536 Column_537 Column_538 Column_539 Column_540 Column_541 Column_542 Column_543 Column_544 Column_545 Column_546 Column_547 Column_548 Column_549 Column_550 Column_551 Column_552 Column_553 Column_554 Column_555 Column_556 Column_557 Column_558 Column_559 Column_560 Column_561 Column_562 Column_563 Column_564 Column_565 Column_566 Column_567 Column_568 Column_569 Column_570 Column_571 Column_572 Column_573 Column_574 Column_575 Column_576 Column_577 Column_578 Column_579 Column_580 Column_581 Column_582 Column_583 Column_584 Column_585 Column_586 Column_587 Column_588 Column_589 Column_590 Column_591 Column_592 Column_593 Column_594 Column_595 Column_596 Column_597 Column_598 Column_599 Column_600 Column_601 Column_602 Column_603 Column_604 Column_605 Column_606 Column_607 Column_608 Column_609 Column_610 Column_611 Column_612 Column_613 Column_614 Column_615 Column_616 Column_617 Column_618 Column_619 Column_620 Column_621 Column_622 Column_623 Column_624 Column_625 Column_626 Column_627 Column_628 Column_629 Column_630 Column_631 Column_632 Column_633 Column_634 Column_635 Column_636 Column_637 Column_638 Column_639 Column_640 Column_641 Column_642 Column_643 Column_644 Column_645 Column_646 Column_647 Column_648 Column_649 Column_650 Column_651 Column_652 Column_653 Column_654 Column_655 Column_656 Column_657 Column_658 Column_659 Column_660 Column_661 Column_662 Column_663 Column_664 Column_665 Column_666 Column_667 Column_668 Column_669 Column_670 Column_671 Column_672 Column_673 Column_674 Column_675 Column_676 Column_677 Column_678 Column_679 Column_680 Column_681 Column_682 Column_683 Column_684 Column_685 Column_686 Column_687 Column_688 Column_689 Column_690 Column_691 Column_692 Column_693 Column_694 Column_695 Column_696 Column_697 Column_698 Column_699 Column_700 Column_701 Column_702 Column_703 Column_704 Column_705 Column_706 Column_707 Column_708 Column_709 Column_710 Column_711 Column_712 Column_713 Column_714 Column_715 Column_716 Column_717 Column_718 Column_719 Column_720 Column_721 Column_722 Column_723 Column_724 Column_725 Column_726 Column_727 Column_728 Column_729 Column_730 Column_731 Column_732 Column_733 Column_734 Column_735 Column_736 Column_737 Column_738 Column_739 Column_740 Column_741 Column_742 Column_743 Column_744 Column_745 Column_746 Column_747 Column_748 Column_749 Column_750 Column_751 Column_752 Column_753 Column_754 Column_755 Column_756 Column_757 Column_758 Column_759 Column_760 Column_761 Column_762 Column_763 Column_764 Column_765 Column_766 Column_767 Column_768 Column_769 Column_770 Column_771 Column_772 Column_773 Column_774 Column_775 Column_776 Column_777 Column_778 Column_779 Column_780 Column_781 Column_782 Column_783 Column_784 Column_785 Column_786 Column_787 Column_788 Column_789 Column_790 Column_791 Column_792 Column_793 Column_794 Column_795 Column_796 Column_797 Column_798 Column_799 Column_800 Column_801 Column_802 Column_803 Column_804 Column_805 Column_806 Column_807 Column_808 Column_809 Column_810 Column_811 Column_812 Column_813 Column_814 Column_815 Column_816 Column_817 Column_818 Column_819 Column_820 Column_821 Column_822 Column_823 Column_824 Column_825 Column_826 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Column_918 Column_919 Column_920 Column_921 Column_922 Column_923 Column_924 Column_925 Column_926 Column_927 Column_928 Column_929 Column_930 Column_931 Column_932 Column_933 Column_934 Column_935 Column_936 Column_937 Column_938 Column_939 Column_940 Column_941 Column_942 Column_943 Column_944 Column_945 Column_946 Column_947 Column_948 Column_949 Column_950 Column_951 Column_952 Column_953 Column_954 Column_955 Column_956 Column_957 Column_958 Column_959 Column_960 Column_961 Column_962 Column_963 Column_964 Column_965 Column_966 Column_967 Column_968 Column_969 Column_970 Column_971 Column_972 Column_973 Column_974 Column_975 Column_976 Column_977 Column_978 Column_979 Column_980 Column_981 Column_982 Column_983 Column_984 Column_985 Column_986 Column_987 Column_988 Column_989 Column_990 Column_991 Column_992 Column_993 Column_994 Column_995 Column_996 Column_997 Column_998 Column_999 Column_1000 Column_1001 Column_1002 Column_1003 Column_1004 Column_1005 Column_1006 Column_1007 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Column_1091 Column_1092 Column_1093 Column_1094 Column_1095 Column_1096 Column_1097 Column_1098 Column_1099 Column_1100 Column_1101 Column_1102 Column_1103 Column_1104 Column_1105 Column_1106 Column_1107 Column_1108 Column_1109 Column_1110 Column_1111 Column_1112 Column_1113 Column_1114 Column_1115 Column_1116 Column_1117 Column_1118 Column_1119 Column_1120 Column_1121 Column_1122 Column_1123 Column_1124 Column_1125 Column_1126 Column_1127 Column_1128 Column_1129 Column_1130 Column_1131 Column_1132 Column_1133 Column_1134 Column_1135 Column_1136 Column_1137 Column_1138 Column_1139 Column_1140 Column_1141 Column_1142 Column_1143 Column_1144 Column_1145 Column_1146 Column_1147 Column_1148 Column_1149 Column_1150 Column_1151 Column_1152 Column_1153 Column_1154 Column_1155 Column_1156 Column_1157 Column_1158 Column_1159 Column_1160 Column_1161 Column_1162 Column_1163 Column_1164 Column_1165 Column_1166 Column_1167 Column_1168 Column_1169 Column_1170 Column_1171 Column_1172 Column_1173 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Column_1340 Column_1341 Column_1342 Column_1343 Column_1344 Column_1345 Column_1346 Column_1347 Column_1348 Column_1349 Column_1350 Column_1351 Column_1352 Column_1353 Column_1354 Column_1355 Column_1356 Column_1357 Column_1358 Column_1359 Column_1360 Column_1361 Column_1362 Column_1363 Column_1364 Column_1365 Column_1366 Column_1367 Column_1368 Column_1369 Column_1370 Column_1371 Column_1372 Column_1373 Column_1374 Column_1375 Column_1376 Column_1377 Column_1378 Column_1379 Column_1380 Column_1381 Column_1382 Column_1383 Column_1384 Column_1385 Column_1386 Column_1387 Column_1388 Column_1389 Column_1390 Column_1391 Column_1392 Column_1393 Column_1394 Column_1395 Column_1396 Column_1397 Column_1398 Column_1399 Column_1400 Column_1401 Column_1402 Column_1403 Column_1404 Column_1405 Column_1406 Column_1407 Column_1408 Column_1409 Column_1410 Column_1411 Column_1412 Column_1413 Column_1414 Column_1415 Column_1416 Column_1417 Column_1418 Column_1419 Column_1420 Column_1421 Column_1422 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Column_1506 Column_1507 Column_1508 Column_1509 Column_1510 Column_1511 Column_1512 Column_1513 Column_1514 Column_1515 Column_1516 Column_1517 Column_1518 Column_1519 Column_1520 Column_1521 Column_1522 Column_1523 Column_1524 Column_1525 Column_1526 Column_1527 Column_1528 Column_1529 Column_1530 Column_1531 Column_1532 Column_1533 Column_1534 Column_1535 Column_1536 Column_1537 Column_1538 Column_1539 Column_1540 Column_1541 Column_1542 Column_1543 Column_1544 Column_1545 Column_1546 Column_1547 Column_1548 Column_1549 Column_1550 Column_1551 Column_1552 Column_1553 Column_1554 Column_1555 Column_1556 Column_1557 Column_1558 Column_1559 Column_1560 Column_1561 Column_1562 Column_1563 Column_1564 Column_1565 Column_1566 Column_1567 Column_1568 Column_1569 Column_1570 Column_1571 Column_1572 Column_1573 Column_1574 Column_1575 Column_1576 Column_1577 Column_1578 Column_1579 Column_1580 Column_1581 Column_1582 Column_1583 Column_1584 Column_1585 Column_1586 Column_1587 Column_1588 Column_1589 Column_1590 Column_1591 Column_1592 Column_1593 Column_1594 Column_1595 Column_1596 Column_1597 Column_1598 Column_1599 Column_1600 Column_1601 Column_1602 Column_1603 Column_1604 Column_1605 Column_1606 Column_1607 Column_1608 Column_1609 Column_1610 Column_1611 Column_1612 Column_1613 Column_1614 Column_1615 Column_1616 Column_1617 Column_1618 Column_1619 Column_1620 Column_1621 Column_1622 Column_1623 Column_1624 Column_1625 Column_1626 Column_1627 Column_1628 Column_1629 Column_1630 Column_1631 Column_1632 Column_1633 Column_1634 Column_1635 Column_1636 Column_1637 Column_1638 Column_1639 Column_1640 Column_1641 Column_1642 Column_1643 Column_1644 Column_1645 Column_1646 Column_1647 Column_1648 Column_1649 Column_1650 Column_1651 Column_1652 Column_1653 Column_1654 Column_1655 Column_1656 Column_1657 Column_1658 Column_1659 Column_1660 Column_1661 Column_1662 Column_1663 Column_1664 Column_1665 Column_1666 Column_1667 Column_1668 Column_1669 Column_1670 Column_1671 Column_1672 Column_1673 Column_1674 Column_1675 Column_1676 Column_1677 Column_1678 Column_1679 Column_1680 Column_1681 Column_1682 Column_1683 Column_1684 Column_1685 Column_1686 Column_1687 Column_1688 Column_1689 Column_1690 Column_1691 Column_1692 Column_1693 Column_1694 Column_1695 Column_1696 Column_1697 Column_1698 Column_1699 Column_1700 Column_1701 Column_1702 Column_1703 Column_1704 Column_1705 Column_1706 Column_1707 Column_1708 Column_1709 Column_1710 Column_1711 Column_1712 Column_1713 Column_1714 Column_1715 Column_1716 Column_1717 Column_1718 Column_1719 Column_1720 Column_1721 Column_1722 Column_1723 Column_1724 Column_1725 Column_1726 Column_1727 Column_1728 Column_1729 Column_1730 Column_1731 Column_1732 Column_1733 Column_1734 Column_1735 Column_1736 Column_1737 Column_1738 Column_1739 Column_1740 Column_1741 Column_1742 Column_1743 Column_1744 Column_1745 Column_1746 Column_1747 Column_1748 Column_1749 Column_1750 Column_1751 Column_1752 Column_1753 Column_1754 Column_1755 Column_1756 Column_1757 Column_1758 Column_1759 Column_1760 Column_1761 Column_1762 Column_1763 Column_1764 Column_1765 Column_1766 Column_1767 Column_1768 Column_1769 Column_1770 Column_1771 Column_1772 Column_1773 Column_1774 Column_1775 Column_1776 Column_1777 Column_1778 Column_1779 Column_1780 Column_1781 Column_1782 Column_1783 Column_1784 Column_1785 Column_1786 Column_1787 Column_1788 Column_1789 Column_1790 Column_1791 Column_1792 Column_1793 Column_1794 Column_1795 Column_1796 Column_1797 Column_1798 Column_1799 Column_1800 Column_1801 Column_1802 Column_1803 Column_1804 Column_1805 Column_1806 Column_1807 Column_1808 Column_1809 Column_1810 Column_1811 Column_1812 Column_1813 Column_1814 Column_1815 Column_1816 Column_1817 Column_1818 Column_1819 Column_1820 Column_1821 Column_1822 Column_1823 Column_1824 Column_1825 Column_1826 Column_1827 Column_1828 Column_1829 Column_1830 Column_1831 Column_1832 Column_1833 Column_1834 Column_1835 Column_1836 Column_1837 Column_1838 Column_1839 Column_1840 Column_1841 Column_1842 Column_1843 Column_1844 Column_1845 Column_1846 Column_1847 Column_1848 Column_1849 Column_1850 Column_1851 Column_1852 Column_1853 Column_1854 Column_1855 Column_1856 Column_1857 Column_1858 Column_1859 Column_1860 Column_1861 Column_1862 Column_1863 Column_1864 Column_1865 Column_1866 Column_1867 Column_1868 Column_1869 Column_1870 Column_1871 Column_1872 Column_1873 Column_1874 Column_1875 Column_1876 Column_1877 Column_1878 Column_1879 Column_1880 Column_1881 Column_1882 Column_1883 Column_1884 Column_1885 Column_1886 Column_1887 Column_1888 Column_1889 Column_1890 Column_1891 Column_1892 Column_1893 Column_1894 Column_1895 Column_1896 Column_1897 Column_1898 Column_1899 Column_1900 Column_1901 Column_1902 Column_1903 Column_1904 Column_1905 Column_1906 Column_1907 Column_1908 Column_1909 Column_1910 Column_1911 Column_1912 Column_1913 Column_1914 Column_1915 Column_1916 Column_1917 Column_1918 Column_1919 Column_1920 Column_1921 Column_1922 Column_1923 Column_1924 Column_1925 Column_1926 Column_1927 Column_1928 Column_1929 Column_1930 Column_1931 Column_1932 Column_1933 Column_1934 Column_1935 Column_1936 Column_1937 Column_1938 Column_1939 Column_1940 Column_1941 Column_1942 Column_1943 Column_1944 Column_1945 Column_1946 Column_1947 Column_1948 Column_1949 Column_1950 Column_1951 Column_1952 Column_1953 Column_1954 Column_1955 Column_1956 Column_1957 Column_1958 Column_1959 Column_1960 Column_1961 Column_1962 Column_1963 Column_1964 Column_1965 Column_1966 Column_1967 Column_1968 Column_1969 Column_1970 Column_1971 Column_1972 Column_1973 Column_1974 Column_1975 Column_1976 Column_1977 Column_1978 Column_1979 Column_1980 Column_1981 Column_1982 Column_1983 Column_1984 Column_1985 Column_1986 Column_1987 Column_1988 Column_1989 Column_1990 Column_1991 Column_1992 Column_1993 Column_1994 Column_1995 Column_1996 Column_1997 Column_1998 Column_1999 Column_2000 Column_2001 Column_2002 Column_2003 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Column_12977 Column_12978 Column_12979 Column_12980 Column_12981 Column_12982 Column_12983 Column_12984 Column_12985 Column_12986 Column_12987 Column_12988 Column_12989 Column_12990 Column_12991 Column_12992 Column_12993 Column_12994 Column_12995 Column_12996 Column_12997 Column_12998 Column_12999 Column_13000 Column_13001 Column_13002 Column_13003 Column_13004 Column_13005 Column_13006 Column_13007 Column_13008 Column_13009 Column_13010 Column_13011 Column_13012 Column_13013 Column_13014 Column_13015 Column_13016 Column_13017 Column_13018 Column_13019 Column_13020 Column_13021 Column_13022 Column_13023 Column_13024 Column_13025 Column_13026 Column_13027 Column_13028 Column_13029 Column_13030 Column_13031 Column_13032 Column_13033 Column_13034 Column_13035 Column_13036 Column_13037 Column_13038 Column_13039 Column_13040 Column_13041 Column_13042 Column_13043 Column_13044 Column_13045 Column_13046 Column_13047 Column_13048 Column_13049 Column_13050 Column_13051 Column_13052 Column_13053 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Column_14594 Column_14595 Column_14596 Column_14597 Column_14598 Column_14599 Column_14600 Column_14601 Column_14602 Column_14603 Column_14604 Column_14605 Column_14606 Column_14607 Column_14608 Column_14609 Column_14610 Column_14611 Column_14612 Column_14613 Column_14614 Column_14615 Column_14616 Column_14617 Column_14618 Column_14619 Column_14620 Column_14621 Column_14622 Column_14623 Column_14624 Column_14625 Column_14626 Column_14627 Column_14628 Column_14629 Column_14630 Column_14631 Column_14632 Column_14633 Column_14634 Column_14635 Column_14636 Column_14637 Column_14638 Column_14639 Column_14640 Column_14641 Column_14642 Column_14643 Column_14644 Column_14645 Column_14646 Column_14647 Column_14648 Column_14649 Column_14650 Column_14651 Column_14652 Column_14653 Column_14654 Column_14655 Column_14656 Column_14657 Column_14658 Column_14659 Column_14660 Column_14661 Column_14662 Column_14663 Column_14664 Column_14665 Column_14666 Column_14667 Column_14668 Column_14669 Column_14670 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Column_14748 Column_14749 Column_14750 Column_14751 Column_14752 Column_14753 Column_14754 Column_14755 Column_14756 Column_14757 Column_14758 Column_14759 Column_14760 Column_14761 Column_14762 Column_14763 Column_14764 Column_14765 Column_14766 Column_14767 Column_14768 Column_14769 Column_14770 Column_14771 Column_14772 Column_14773 Column_14774 Column_14775 Column_14776 Column_14777 Column_14778 Column_14779 Column_14780 Column_14781 Column_14782 Column_14783 Column_14784 Column_14785 Column_14786 Column_14787 Column_14788 Column_14789 Column_14790 Column_14791 Column_14792 Column_14793 Column_14794 Column_14795 Column_14796 Column_14797 Column_14798 Column_14799 Column_14800 Column_14801 Column_14802 Column_14803 Column_14804 Column_14805 Column_14806 Column_14807 Column_14808 Column_14809 Column_14810 Column_14811 Column_14812 Column_14813 Column_14814 Column_14815 Column_14816 Column_14817 Column_14818 Column_14819 Column_14820 Column_14821 Column_14822 Column_14823 Column_14824 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+[metric: auc]
+[tree_learner: serial]
+[device_type: cpu]
+[data_sample_strategy: bagging]
+[data: ]
+[valid: ]
+[num_iterations: 500]
+[learning_rate: 0.05]
+[num_leaves: 31]
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+[early_stopping_min_delta: 0]
+[first_metric_only: 0]
+[max_delta_step: 0]
+[lambda_l1: 0]
+[lambda_l2: 0]
+[linear_lambda: 0]
+[min_gain_to_split: 0]
+[drop_rate: 0.1]
+[max_drop: 50]
+[skip_drop: 0.5]
+[xgboost_dart_mode: 0]
+[uniform_drop: 0]
+[drop_seed: 17869]
+[top_rate: 0.2]
+[other_rate: 0.1]
+[min_data_per_group: 100]
+[max_cat_threshold: 32]
+[cat_l2: 10]
+[cat_smooth: 10]
+[max_cat_to_onehot: 4]
+[top_k: 20]
+[monotone_constraints: ]
+[monotone_constraints_method: basic]
+[monotone_penalty: 0]
+[feature_contri: ]
+[forcedsplits_filename: ]
+[refit_decay_rate: 0.9]
+[cegb_tradeoff: 1]
+[cegb_penalty_split: 0]
+[cegb_penalty_feature_lazy: ]
+[cegb_penalty_feature_coupled: ]
+[path_smooth: 0]
+[interaction_constraints: ]
+[verbosity: -1]
+[saved_feature_importance_type: 0]
+[use_quantized_grad: 0]
+[num_grad_quant_bins: 4]
+[quant_train_renew_leaf: 0]
+[stochastic_rounding: 1]
+[linear_tree: 0]
+[max_bin: 255]
+[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: 20005,20006,20007,20008,20009]
+[forcedbins_filename: ]
+[precise_float_parser: 0]
+[parser_config_file: ]
+[objective_seed: 16083]
+[num_class: 1]
+[is_unbalance: 0]
+[scale_pos_weight: 1]
+[sigmoid: 1]
+[boost_from_average: 1]
+[reg_sqrt: 0]
+[alpha: 0.9]
+[fair_c: 1]
+[poisson_max_delta_step: 0.7]
+[tweedie_variance_power: 1.5]
+[lambdarank_truncation_level: 30]
+[lambdarank_norm: 1]
+[label_gain: ]
+[lambdarank_position_bias_regularization: 0]
+[eval_at: ]
+[multi_error_top_k: 1]
+[auc_mu_weights: ]
+[num_machines: 1]
+[local_listen_port: 12400]
+[time_out: 120]
+[machine_list_filename: ]
+[machines: ]
+[gpu_platform_id: -1]
+[gpu_device_id: -1]
+[gpu_use_dp: 0]
+[num_gpu: 1]
+
+end of parameters
+
+pandas_categorical:null