 | Run 11219 |
| Creator | favre |
| Program | svm-hmm |
| Dataset | grippro |
| Task type | SequenceTagging |
| Created | 28d16h ago |
| Download | Login required! |
Done! 
| 1h53m | |
| 420M | |
| SequenceTagging | |
| 1h52m | |
| 0.963 | |
| 0 | |
| 42s | |
| 0.970 | |
| 0 | |
Log file
... (lines omitted) ... Iter 1766: *(NumConst=122, SV=37, CEps=0.1768, QPEps=0.0807) Iter 1767: *(NumConst=121, SV=38, CEps=0.1595, QPEps=0.0788) Iter 1768: .........*(NumConst=122, SV=39, CEps=5.2907, QPEps=0.2073) Iter 1769: *(NumConst=122, SV=39, CEps=1.0354, QPEps=0.3203) Iter 1770: *(NumConst=122, SV=39, CEps=0.9127, QPEps=0.2238) Iter 1771: *(NumConst=121, SV=39, CEps=0.5441, QPEps=0.2203) Iter 1772: .........*(NumConst=121, SV=44, CEps=4.3768, QPEps=0.4524) Iter 1773: *(NumConst=121, SV=47, CEps=1.2498, QPEps=0.3577) Iter 1774: *(NumConst=121, SV=49, CEps=0.8549, QPEps=0.3448) Iter 1775: *(NumConst=121, SV=45, CEps=0.7424, QPEps=0.3063) Iter 1776: *(NumConst=122, SV=45, CEps=0.5190, QPEps=0.2565) Iter 1777: *(NumConst=123, SV=54, CEps=0.5234, QPEps=0.2561) Iter 1778: *(NumConst=124, SV=55, CEps=0.5198, QPEps=0.2506) Iter 1779: .........*(NumConst=125, SV=55, CEps=2.1033, QPEps=0.4515) Iter 1780: *(NumConst=126, SV=54, CEps=0.3933, QPEps=0.1608) Iter 1781: *(NumConst=127, SV=55, CEps=0.4802, QPEps=0.1946) Iter 1782: *(NumConst=128, SV=51, CEps=0.3253, QPEps=0.1457) Iter 1783: *(NumConst=129, SV=50, CEps=0.3992, QPEps=0.1502) Iter 1784: *(NumConst=130, SV=50, CEps=0.4953, QPEps=0.1546) Iter 1785: *(NumConst=130, SV=47, CEps=0.2659, QPEps=0.1180) Iter 1786: *(NumConst=130, SV=45, CEps=0.5734, QPEps=0.1255) Iter 1787: *(NumConst=131, SV=48, CEps=0.2334, QPEps=0.1150) Iter 1788: *(NumConst=132, SV=49, CEps=0.2688, QPEps=0.1021) Iter 1789: *(NumConst=133, SV=44, CEps=0.2497, QPEps=0.1017) Iter 1790: *(NumConst=134, SV=45, CEps=0.2989, QPEps=0.1082) Iter 1791: *(NumConst=135, SV=45, CEps=0.2435, QPEps=0.1115) Iter 1792: *(NumConst=135, SV=44, CEps=0.2271, QPEps=0.1060) Iter 1793: .........*(NumConst=136, SV=45, CEps=2.6243, QPEps=0.4213) Iter 1794: *(NumConst=136, SV=49, CEps=0.7042, QPEps=0.2606) Iter 1795: *(NumConst=135, SV=48, CEps=0.3831, QPEps=0.1513) Iter 1796: *(NumConst=135, SV=45, CEps=0.3170, QPEps=0.1487) Iter 1797: .........*(NumConst=133, SV=46, CEps=1.0734, QPEps=0.2847) Iter 1798: *(NumConst=134, SV=46, CEps=0.5804, QPEps=0.2536) Iter 1799: *(NumConst=132, SV=51, CEps=0.3644, QPEps=0.1657) Iter 1800: *(NumConst=133, SV=50, CEps=0.3131, QPEps=0.1557) Iter 1801: *(NumConst=130, SV=48, CEps=0.2972, QPEps=0.1456) Iter 1802: *(NumConst=131, SV=44, CEps=0.2326, QPEps=0.1161) Iter 1803: *(NumConst=132, SV=49, CEps=0.3052, QPEps=0.1148) Iter 1804: *(NumConst=131, SV=42, CEps=0.3029, QPEps=63.7470) Iter 1805: *(NumConst=131, SV=52, CEps=0.3027, QPEps=0.2251) Iter 1806: *(NumConst=130, SV=42, CEps=0.3066, QPEps=0.1160) Iter 1807: *(NumConst=129, SV=41, CEps=0.2259, QPEps=0.1091) Iter 1808: *(NumConst=128, SV=43, CEps=0.2323, QPEps=0.1849) Iter 1809: *(NumConst=127, SV=41, CEps=0.2853, QPEps=0.2195) Iter 1810: *(NumConst=128, SV=38, CEps=0.2748, QPEps=0.1024) Iter 1811: *(NumConst=128, SV=49, CEps=0.2046, QPEps=63.7702) Iter 1812: *(NumConst=129, SV=41, CEps=0.3564, QPEps=0.0978) Iter 1813: *(NumConst=129, SV=35, CEps=0.1586, QPEps=0.0784) Iter 1814: *(NumConst=129, SV=36, CEps=0.1349, QPEps=0.0669) Iter 1815: *(NumConst=127, SV=38, CEps=0.2156, QPEps=0.0637) Iter 1816: *(NumConst=128, SV=34, CEps=0.1685, QPEps=0.0666) Iter 1817: *(NumConst=129, SV=32, CEps=0.1999, QPEps=0.0659) Iter 1818: *(NumConst=129, SV=35, CEps=0.2018, QPEps=0.0666) Iter 1819: *(NumConst=130, SV=33, CEps=0.2016, QPEps=0.0666) Iter 1820: *(NumConst=131, SV=33, CEps=0.1472, QPEps=0.0647) Iter 1821: *(NumConst=132, SV=34, CEps=0.1372, QPEps=0.0617) Iter 1822: *(NumConst=132, SV=34, CEps=0.2886, QPEps=0.0670) Iter 1823: *(NumConst=133, SV=34, CEps=0.1778, QPEps=0.0660) Iter 1824: .........*(NumConst=131, SV=35, CEps=1.8231, QPEps=0.3126) Iter 1825: *(NumConst=131, SV=37, CEps=0.3329, QPEps=0.1518) Iter 1826: *(NumConst=131, SV=37, CEps=0.5350, QPEps=0.1655) Iter 1827: *(NumConst=132, SV=41, CEps=0.3290, QPEps=0.1446) Iter 1828: .........*(NumConst=133, SV=42, CEps=1.0281, QPEps=0.3772) Iter 1829: *(NumConst=128, SV=43, CEps=0.6506, QPEps=0.2880) Iter 1830: *(NumConst=128, SV=39, CEps=0.3760, QPEps=0.1723) Iter 1831: *(NumConst=126, SV=39, CEps=0.3486, QPEps=0.1554) Iter 1832: *(NumConst=126, SV=36, CEps=0.2206, QPEps=0.1100) Iter 1833: *(NumConst=126, SV=37, CEps=0.2630, QPEps=0.1096) Iter 1834: *(NumConst=124, SV=37, CEps=0.1639, QPEps=0.0677) Iter 1835: *(NumConst=124, SV=33, CEps=0.2601, QPEps=0.0807) Iter 1836: *(NumConst=125, SV=36, CEps=0.1966, QPEps=0.0813) Iter 1837: *(NumConst=125, SV=36, CEps=0.1308, QPEps=0.0641) Iter 1838: *(NumConst=123, SV=34, CEps=0.1550, QPEps=0.0634) Iter 1839: *(NumConst=124, SV=35, CEps=0.1259, QPEps=0.1166) Iter 1840: *(NumConst=124, SV=35, CEps=0.1864, QPEps=0.0569) Iter 1841: *(NumConst=124, SV=34, CEps=0.1448, QPEps=0.1878) Iter 1842: *(NumConst=125, SV=37, CEps=0.2061, QPEps=0.1281) Iter 1843: *(NumConst=126, SV=32, CEps=0.1403, QPEps=0.0509) Iter 1844: *(NumConst=125, SV=30, CEps=0.2480, QPEps=0.0576) Iter 1845: *(NumConst=126, SV=31, CEps=0.1060, QPEps=0.0492) Iter 1846: *(NumConst=127, SV=33, CEps=0.1269, QPEps=0.0475) Iter 1847: *(NumConst=126, SV=33, CEps=0.1056, QPEps=0.0511) Iter 1848: .........*(NumConst=127, SV=40, CEps=2.6645, QPEps=0.3916) Iter 1849: *(NumConst=125, SV=42, CEps=0.8401, QPEps=0.2960) Iter 1850: *(NumConst=124, SV=38, CEps=0.4979, QPEps=0.1962) Iter 1851: *(NumConst=123, SV=38, CEps=0.4782, QPEps=0.2294) Iter 1852: *(NumConst=123, SV=36, CEps=0.4214, QPEps=0.2022) Iter 1853: *(NumConst=123, SV=35, CEps=0.2682, QPEps=0.1328) Iter 1854: .........*(NumConst=123, SV=36, CEps=0.8981, QPEps=0.3815) Iter 1855: *(NumConst=119, SV=39, CEps=0.3374, QPEps=0.1664) Iter 1856: *(NumConst=118, SV=33, CEps=0.2673, QPEps=0.1209) Iter 1857: *(NumConst=119, SV=39, CEps=0.1911, QPEps=0.0952) Iter 1858: *(NumConst=119, SV=39, CEps=0.4725, QPEps=0.0950) Iter 1859: *(NumConst=118, SV=36, CEps=0.3205, QPEps=0.0940) Iter 1860: *(NumConst=119, SV=40, CEps=0.1622, QPEps=0.0775) Iter 1861: *(NumConst=112, SV=40, CEps=0.1617, QPEps=0.0788) Iter 1862: *(NumConst=111, SV=39, CEps=0.2008, QPEps=0.0742) Iter 1863: .........*(NumConst=111, SV=41, CEps=2.2334, QPEps=0.1480) Iter 1864: *(NumConst=112, SV=44, CEps=0.5373, QPEps=0.2581) Iter 1865: *(NumConst=112, SV=42, CEps=0.2573, QPEps=0.1173) Iter 1866: *(NumConst=113, SV=38, CEps=0.2410, QPEps=0.1158) Iter 1867: *(NumConst=114, SV=36, CEps=0.2775, QPEps=0.1192) Iter 1868: .........*(NumConst=114, SV=37, CEps=0.8766, QPEps=0.3990) Iter 1869: *(NumConst=113, SV=43, CEps=0.4500, QPEps=0.1978) Iter 1870: *(NumConst=114, SV=43, CEps=0.3289, QPEps=0.1623) Iter 1871: *(NumConst=115, SV=42, CEps=0.2569, QPEps=0.1214) Iter 1872: *(NumConst=115, SV=43, CEps=0.3524, QPEps=0.1237) Iter 1873: *(NumConst=116, SV=37, CEps=0.1209, QPEps=0.0553) Iter 1874: *(NumConst=116, SV=33, CEps=0.2157, QPEps=0.0595) Iter 1875: *(NumConst=116, SV=36, CEps=0.4287, QPEps=0.0604) Iter 1876: *(NumConst=117, SV=33, CEps=0.3510, QPEps=0.0598) Iter 1877: *(NumConst=118, SV=42, CEps=0.2304, QPEps=0.0571) Iter 1878: *(NumConst=119, SV=40, CEps=0.3139, QPEps=0.0593) Iter 1879: *(NumConst=117, SV=35, CEps=0.2221, QPEps=0.0571) Iter 1880: *(NumConst=117, SV=33, CEps=0.1645, QPEps=0.0592) Iter 1881: *(NumConst=116, SV=34, CEps=0.1689, QPEps=0.0556) Iter 1882: .........*(NumConst=117, SV=37, CEps=23.8999, QPEps=0.4251) Iter 1883: .........*(NumConst=116, SV=38, CEps=4.0097, QPEps=0.2730) Iter 1884: *(NumConst=114, SV=41, CEps=0.7311, QPEps=0.1917) Iter 1885: .........*(NumConst=114, SV=40, CEps=1.3839, QPEps=0.3169) Iter 1886: *(NumConst=115, SV=42, CEps=0.6512, QPEps=0.2748) Iter 1887: *(NumConst=115, SV=41, CEps=0.4722, QPEps=0.2320) Iter 1888: *(NumConst=116, SV=42, CEps=0.3753, QPEps=0.1832) Iter 1889: *(NumConst=117, SV=36, CEps=0.2248, QPEps=0.1049) Iter 1890: *(NumConst=118, SV=37, CEps=0.1759, QPEps=0.0850) Iter 1891: *(NumConst=119, SV=42, CEps=0.1425, QPEps=0.0678) Iter 1892: *(NumConst=118, SV=38, CEps=0.2476, QPEps=0.0712) Iter 1893: .........*(NumConst=119, SV=39, CEps=1.0858, QPEps=0.4179) Iter 1894: *(NumConst=120, SV=43, CEps=0.4756, QPEps=0.1763) Iter 1895: *(NumConst=121, SV=41, CEps=0.1780, QPEps=0.0865) Iter 1896: *(NumConst=122, SV=39, CEps=0.1246, QPEps=0.0616) Iter 1897: .........*(NumConst=123, SV=41, CEps=0.6778, QPEps=0.1920) Iter 1898: *(NumConst=124, SV=42, CEps=0.3517, QPEps=0.1498) Iter 1899: *(NumConst=123, SV=46, CEps=0.2733, QPEps=0.1074) Iter 1900: *(NumConst=123, SV=42, CEps=0.1551, QPEps=0.0722) Iter 1901: .........*(NumConst=124, SV=48, CEps=0.5905, QPEps=0.2731) Iter 1902: *(NumConst=124, SV=43, CEps=0.3227, QPEps=0.1526) Iter 1903: *(NumConst=125, SV=42, CEps=0.2563, QPEps=0.1248) Iter 1904: *(NumConst=124, SV=44, CEps=0.2977, QPEps=0.1200) Iter 1905: *(NumConst=123, SV=44, CEps=0.3166, QPEps=0.1243) Iter 1906: *(NumConst=124, SV=43, CEps=0.3577, QPEps=0.1243) Iter 1907: *(NumConst=125, SV=41, CEps=0.2660, QPEps=0.1238) Iter 1908: *(NumConst=125, SV=46, CEps=0.2669, QPEps=0.1274) Iter 1909: *(NumConst=125, SV=44, CEps=0.1738, QPEps=0.0865) Iter 1910: *(NumConst=126, SV=50, CEps=0.2067, QPEps=0.0812) Iter 1911: *(NumConst=127, SV=48, CEps=0.2821, QPEps=0.0809) Iter 1912: *(NumConst=128, SV=43, CEps=0.1799, QPEps=0.2232) Iter 1913: *(NumConst=129, SV=40, CEps=0.1516, QPEps=0.7053) Iter 1914: .........*(NumConst=128, SV=46, CEps=1.4840, QPEps=0.2191) Iter 1915: *(NumConst=127, SV=47, CEps=0.4005, QPEps=0.1557) Iter 1916: *(NumConst=127, SV=45, CEps=0.3139, QPEps=0.1465) Iter 1917: *(NumConst=128, SV=44, CEps=0.2479, QPEps=0.1191) Iter 1918: *(NumConst=129, SV=41, CEps=0.1639, QPEps=0.1618) Iter 1919: *(NumConst=130, SV=43, CEps=0.1920, QPEps=0.0785) Iter 1920: *(NumConst=128, SV=41, CEps=0.2000, QPEps=0.1619) Iter 1921: *(NumConst=128, SV=43, CEps=0.1748, QPEps=0.0789) Iter 1922: *(NumConst=129, SV=46, CEps=0.4221, QPEps=0.0818) Iter 1923: *(NumConst=130, SV=42, CEps=0.2279, QPEps=0.0785) Iter 1924: *(NumConst=131, SV=40, CEps=0.2341, QPEps=0.0795) Iter 1925: *(NumConst=132, SV=35, CEps=0.1741, QPEps=0.0684) Iter 1926: *(NumConst=132, SV=35, CEps=0.1906, QPEps=0.0812) Iter 1927: *(NumConst=132, SV=34, CEps=0.2399, QPEps=0.0817) Iter 1928: *(NumConst=131, SV=36, CEps=0.2155, QPEps=0.0730) Iter 1929: *(NumConst=132, SV=40, CEps=0.1932, QPEps=0.0732) Iter 1930: *(NumConst=133, SV=39, CEps=0.1558, QPEps=0.0740) Iter 1931: *(NumConst=134, SV=40, CEps=0.1774, QPEps=0.0778) Iter 1932: .........*(NumConst=134, SV=41, CEps=11.9740, QPEps=0.2456) Iter 1933: .........*(NumConst=135, SV=42, CEps=3.7140, QPEps=0.1923) Iter 1934: *(NumConst=136, SV=47, CEps=0.8911, QPEps=0.2870) Iter 1935: *(NumConst=135, SV=52, CEps=0.5989, QPEps=0.2667) Iter 1936: *(NumConst=134, SV=46, CEps=0.3757, QPEps=0.1368) Iter 1937: *(NumConst=135, SV=49, CEps=0.3737, QPEps=0.1486) Iter 1938: .........*(NumConst=135, SV=49, CEps=1.8563, QPEps=0.2616) Iter 1939: *(NumConst=135, SV=56, CEps=0.6866, QPEps=0.2036) Iter 1940: *(NumConst=135, SV=46, CEps=0.3210, QPEps=0.1589) Iter 1941: *(NumConst=135, SV=41, CEps=0.2897, QPEps=0.1172) Iter 1942: *(NumConst=136, SV=41, CEps=0.2425, QPEps=0.1022) Iter 1943: .........*(NumConst=137, SV=47, CEps=1.2952, QPEps=0.2874) Iter 1944: *(NumConst=136, SV=49, CEps=0.3729, QPEps=0.1860) Iter 1945: *(NumConst=135, SV=51, CEps=0.3791, QPEps=0.1812) Iter 1946: *(NumConst=136, SV=46, CEps=0.4228, QPEps=0.1256) Iter 1947: *(NumConst=137, SV=51, CEps=0.2580, QPEps=0.1202) Iter 1948: *(NumConst=137, SV=51, CEps=0.2674, QPEps=0.1119) Iter 1949: *(NumConst=136, SV=42, CEps=0.1664, QPEps=0.0764) Iter 1950: *(NumConst=136, SV=41, CEps=0.1987, QPEps=0.0817) Iter 1951: *(NumConst=135, SV=38, CEps=0.1332, QPEps=0.0613) Iter 1952: *(NumConst=135, SV=36, CEps=0.1667, QPEps=0.0661) Iter 1953: *(NumConst=136, SV=34, CEps=0.5212, QPEps=0.0640) Iter 1954: *(NumConst=134, SV=39, CEps=0.1365, QPEps=0.0645) Iter 1955: *(NumConst=133, SV=37, CEps=0.1630, QPEps=0.0644) Iter 1956: .........*(NumConst=130, SV=38, CEps=10.5735, QPEps=0.2728) Iter 1957: .........*(NumConst=129, SV=39, CEps=3.4722, QPEps=0.2868) Iter 1958: *(NumConst=130, SV=37, CEps=0.3967, QPEps=0.1604) Iter 1959: .........*(NumConst=129, SV=38, CEps=1.5307, QPEps=0.2596) Iter 1960: *(NumConst=126, SV=44, CEps=0.4883, QPEps=0.2061) Iter 1961: *(NumConst=125, SV=40, CEps=0.3425, QPEps=0.1522) Iter 1962: *(NumConst=124, SV=38, CEps=0.3744, QPEps=0.1505) Iter 1963: .........*(NumConst=125, SV=39, CEps=0.8930, QPEps=0.2891) Iter 1964: *(NumConst=126, SV=49, CEps=0.4656, QPEps=0.2047) Iter 1965: *(NumConst=126, SV=52, CEps=0.3424, QPEps=0.1611) Iter 1966: *(NumConst=127, SV=47, CEps=0.4399, QPEps=0.1673) Iter 1967: *(NumConst=126, SV=37, CEps=0.2089, QPEps=0.0924) Iter 1968: *(NumConst=127, SV=40, CEps=0.2161, QPEps=0.0989) Iter 1969: *(NumConst=128, SV=38, CEps=0.1500, QPEps=0.0711) Iter 1970: *(NumConst=127, SV=40, CEps=0.1332, QPEps=0.0664) Iter 1971: *(NumConst=128, SV=42, CEps=0.1209, QPEps=0.0572) Iter 1972: *(NumConst=128, SV=40, CEps=0.2026, QPEps=0.0604) Iter 1973: .........*(NumConst=125, SV=43, CEps=0.6433, QPEps=0.1701) Iter 1974: *(NumConst=125, SV=46, CEps=0.3019, QPEps=0.1433) Iter 1975: *(NumConst=126, SV=42, CEps=0.3106, QPEps=0.1391) Iter 1976: *(NumConst=127, SV=42, CEps=0.1736, QPEps=0.0857) Iter 1977: *(NumConst=127, SV=39, CEps=0.1384, QPEps=0.0675) Iter 1978: *(NumConst=128, SV=49, CEps=0.1320, QPEps=0.0608) Iter 1979: *(NumConst=129, SV=44, CEps=0.1374, QPEps=0.0644) Iter 1980: .........*(NumConst=128, SV=45, CEps=1.2283, QPEps=0.2855) Iter 1981: *(NumConst=128, SV=46, CEps=0.2397, QPEps=0.0848) Iter 1982: *(NumConst=129, SV=46, CEps=0.2534, QPEps=0.1033) Iter 1983: *(NumConst=130, SV=42, CEps=0.1273, QPEps=0.0583) Iter 1984: *(NumConst=129, SV=42, CEps=0.1857, QPEps=0.0619) Iter 1985: .........*(NumConst=128, SV=43, CEps=0.6832, QPEps=0.2483) Iter 1986: *(NumConst=129, SV=42, CEps=0.3990, QPEps=0.1678) Iter 1987: *(NumConst=129, SV=44, CEps=0.1509, QPEps=0.0700) Iter 1988: *(NumConst=128, SV=43, CEps=0.1657, QPEps=0.0716) Iter 1989: *(NumConst=126, SV=44, CEps=0.1098, QPEps=0.0463) Iter 1990: .........*(NumConst=126, SV=48, CEps=0.4695, QPEps=0.1753) Iter 1991: *(NumConst=127, SV=54, CEps=0.2619, QPEps=0.1139) Iter 1992: *(NumConst=128, SV=47, CEps=0.1213, QPEps=0.0564) Iter 1993: *(NumConst=128, SV=51, CEps=0.1038, QPEps=63.7396) Iter 1994: *(NumConst=127, SV=53, CEps=0.2343, QPEps=0.1718) Iter 1995: *(NumConst=128, SV=45, CEps=0.2355, QPEps=0.0427) Iter 1996: *(NumConst=128, SV=45, CEps=0.1196, QPEps=0.0393) Iter 1997: *(NumConst=126, SV=43, CEps=0.1181, QPEps=0.0502) Iter 1998: *(NumConst=125, SV=45, CEps=0.1297, QPEps=63.7851) Iter 1999: *(NumConst=126, SV=46, CEps=0.2726, QPEps=0.0507) Iter 2000: .........*(NumConst=125, SV=53, CEps=2.0820, QPEps=0.1764) Iter 2001: *(NumConst=125, SV=55, CEps=0.3445, QPEps=0.1599) Iter 2002: .........*(NumConst=125, SV=58, CEps=0.8746, QPEps=0.2228) Iter 2003: *(NumConst=126, SV=48, CEps=0.2561, QPEps=0.0869) Iter 2004: *(NumConst=127, SV=51, CEps=0.1830, QPEps=0.0834) Iter 2005: *(NumConst=128, SV=55, CEps=0.1828, QPEps=0.0812) Iter 2006: .........*(NumConst=129, SV=55, CEps=0.9576, QPEps=0.1624) Iter 2007: *(NumConst=129, SV=51, CEps=0.2379, QPEps=0.1023) Iter 2008: *(NumConst=130, SV=51, CEps=0.1826, QPEps=0.0831) Iter 2009: *(NumConst=131, SV=49, CEps=0.1759, QPEps=0.0726) Iter 2010: *(NumConst=131, SV=45, CEps=0.1208, QPEps=0.0578) Iter 2011: .........*(NumConst=131, SV=45, CEps=0.4223, QPEps=0.1199) Iter 2012: *(NumConst=132, SV=49, CEps=0.1289, QPEps=0.0605) Iter 2013: .........*(NumConst=133, SV=53, CEps=0.3586, QPEps=0.1762) Iter 2014: *(NumConst=131, SV=57, CEps=0.2087, QPEps=0.1008) Iter 2015: *(NumConst=132, SV=59, CEps=0.1254, QPEps=0.0614) Iter 2016: *(NumConst=132, SV=54, CEps=0.1179, QPEps=0.0503) Iter 2017: *(NumConst=133, SV=55, CEps=0.1179, QPEps=0.0588) Iter 2018: .........*(NumConst=133, SV=57, CEps=0.5233, QPEps=0.1656) Iter 2019: *(NumConst=133, SV=58, CEps=0.1522, QPEps=0.0680) Iter 2020: .........*(NumConst=131, SV=60, CEps=0.5626, QPEps=0.1473) Iter 2021: *(NumConst=130, SV=63, CEps=0.1648, QPEps=0.0757) Iter 2022: .........*(NumConst=131, SV=61, CEps=0.3583, QPEps=0.1247) Iter 2023: *(NumConst=131, SV=61, CEps=0.1177, QPEps=0.0564) Iter 2024: .........*(NumConst=129, SV=65, CEps=0.3666, QPEps=0.1107) Iter 2025: *(NumConst=130, SV=58, CEps=0.1248, QPEps=0.0600) Iter 2026: *(NumConst=129, SV=63, CEps=0.1131, QPEps=0.0545) Iter 2027: .........*(NumConst=129, SV=60, CEps=0.2174, QPEps=0.1022) Iter 2028: .........*(NumConst=128, SV=60, CEps=0.3387, QPEps=0.0980) Iter 2029: .........*(NumConst=129, SV=60, CEps=0.2192, QPEps=0.0983) Iter 2030: .........*(NumConst=130, SV=61, CEps=0.8621, QPEps=0.0903) Iter 2031: *(NumConst=129, SV=64, CEps=0.1524, QPEps=0.0726) Iter 2032: *(NumConst=128, SV=60, CEps=0.1287, QPEps=0.0613) Iter 2033: .........*(NumConst=129, SV=59, CEps=0.2772, QPEps=0.0786) Iter 2034: .........*(NumConst=130, SV=63, CEps=0.1800, QPEps=0.0847) Iter 2035: *(NumConst=131, SV=61, CEps=0.1332, QPEps=0.0589) Iter 2036: *(NumConst=130, SV=54, CEps=0.1044, QPEps=0.0488) Iter 2037: *(NumConst=131, SV=55, CEps=0.1269, QPEps=0.0520) Iter 2038: .........*(NumConst=132, SV=55, CEps=0.3078, QPEps=0.0694) Iter 2039: .........*(NumConst=133, SV=60, CEps=0.2728, QPEps=0.0574) Iter 2040: .........*(NumConst=133, SV=57, CEps=0.1841, QPEps=0.0897) Iter 2041: *(NumConst=130, SV=61, CEps=0.1530, QPEps=0.0677) Iter 2042: .........*(NumConst=131, SV=61, CEps=0.3968, QPEps=0.0777) Iter 2043: *(NumConst=131, SV=51, CEps=0.1011, QPEps=0.0441) Iter 2044: .........*(NumConst=129, SV=55, CEps=0.2056, QPEps=0.0720) Iter 2045: *(NumConst=129, SV=55, CEps=0.1141, QPEps=0.0534) Iter 2046: .........*(NumConst=129, SV=58, CEps=0.2944, QPEps=0.0846) Iter 2047: *(NumConst=130, SV=61, CEps=0.1374, QPEps=0.0561) Iter 2048: *(NumConst=131, SV=61, CEps=0.1614, QPEps=0.0673) Iter 2049: .........*(NumConst=132, SV=63, CEps=0.3271, QPEps=0.0877) Iter 2050: *(NumConst=133, SV=54, CEps=0.1056, QPEps=0.0461) Iter 2051: *(NumConst=133, SV=54, CEps=0.2606, QPEps=0.0516) Iter 2052: *(NumConst=131, SV=51, CEps=0.1353, QPEps=0.0484) Iter 2053: .........*(NumConst=131, SV=53, CEps=0.3530, QPEps=0.0779) Iter 2054: *(NumConst=132, SV=52, CEps=0.1043, QPEps=0.0512) Iter 2055: *(NumConst=132, SV=46, CEps=0.1067, QPEps=0.0518) Iter 2056: .........*(NumConst=132, SV=45, CEps=0.3266, QPEps=0.0726) Iter 2057: *(NumConst=133, SV=45, CEps=0.1302, QPEps=0.0578) Iter 2058: *(NumConst=134, SV=44, CEps=0.1258, QPEps=0.0579) Iter 2059: .........*(NumConst=132, SV=46, CEps=0.2559, QPEps=0.0757) Iter 2060: *(NumConst=133, SV=46, CEps=0.1180, QPEps=0.0588) Iter 2061: *(NumConst=134, SV=47, CEps=0.1050, QPEps=0.0520) Iter 2062: *(NumConst=135, SV=48, CEps=0.1240, QPEps=0.0503) Iter 2063: *(NumConst=135, SV=47, CEps=0.1004, QPEps=0.0456) Iter 2064: .........*(NumConst=135, SV=50, CEps=0.1845, QPEps=0.0820) Iter 2065: .........*(NumConst=134, SV=48, CEps=0.1331, QPEps=0.0655) Iter 2066: .........*(NumConst=134, SV=52, CEps=0.1027, QPEps=0.0476) Iter 2067: .........*(NumConst=135, SV=49, CEps=0.2679, QPEps=0.0494) Iter 2068: .........*(NumConst=136, SV=50, CEps=0.1700, QPEps=0.0476) Iter 2069: .........*(NumConst=137, SV=53, CEps=0.1482, QPEps=0.0506) Iter 2070: .........*(NumConst=137, SV=52, CEps=0.3408, QPEps=0.0503) Iter 2071: *(NumConst=138, SV=51, CEps=0.1182, QPEps=0.0498) Iter 2072: .........*(NumConst=139, SV=51, CEps=0.1721, QPEps=0.0493) Iter 2073: .........*(NumConst=140, SV=50, CEps=0.1360, QPEps=0.0499) Iter 2074: *(NumConst=140, SV=57, CEps=0.1065, QPEps=0.0498) Iter 2075: .........*(NumConst=140, SV=61, CEps=0.1914, QPEps=0.0495) Iter 2076: .........*(NumConst=140, SV=55, CEps=0.2195, QPEps=0.0502) Iter 2077: *(NumConst=141, SV=51, CEps=0.1115, QPEps=0.0512) Iter 2078: .........*(NumConst=141, SV=54, CEps=0.1267, QPEps=0.0487) Iter 2079: *(NumConst=142, SV=61, CEps=0.1044, QPEps=1.9328) Iter 2080: *(NumConst=142, SV=54, CEps=0.1359, QPEps=0.0504) Iter 2081: .........*(NumConst=141, SV=50, CEps=1.8369, QPEps=0.0503) Iter 2082: .........*(NumConst=142, SV=60, CEps=0.2694, QPEps=0.0500) Iter 2083: *(NumConst=143, SV=55, CEps=0.1154, QPEps=0.0500) Iter 2084: *(NumConst=144, SV=52, CEps=0.1340, QPEps=0.0505) Iter 2085: .........*(NumConst=141, SV=50, CEps=4.1974, QPEps=0.0502) Iter 2086: .........*(NumConst=142, SV=51, CEps=1.3152, QPEps=0.0499) Iter 2087: .........*(NumConst=143, SV=49, CEps=0.2345, QPEps=0.0510) Iter 2088: *(NumConst=143, SV=55, CEps=0.1174, QPEps=0.0484) Iter 2089: .........*(NumConst=144, SV=54, CEps=0.2242, QPEps=0.0447) Iter 2090: .........*(NumConst=143, SV=49, CEps=0.1454, QPEps=0.0509) Iter 2091: .........*(NumConst=143, SV=47, CEps=0.2706, QPEps=0.0499) Iter 2092: .........*(NumConst=139, SV=50, CEps=0.1614, QPEps=0.0493) Iter 2093: *(NumConst=140, SV=48, CEps=0.1224, QPEps=0.0512) Iter 2094: .........*(NumConst=140, SV=51, CEps=0.5087, QPEps=0.0511) Iter 2095: *(NumConst=141, SV=50, CEps=0.1518, QPEps=0.0507) Iter 2096: .........*(NumConst=142, SV=52, CEps=0.3780, QPEps=0.0473) Iter 2097: *(NumConst=142, SV=48, CEps=0.1289, QPEps=0.0502) Iter 2098: .........*(NumConst=141, SV=55, CEps=0.1550, QPEps=0.0493) Iter 2099: *(NumConst=140, SV=52, CEps=0.1049, QPEps=0.0497) Iter 2100: .........*(NumConst=140, SV=50, CEps=0.1005, QPEps=0.0481) Iter 2101: .........*(NumConst=140, SV=55, CEps=0.5599, QPEps=0.0457) Iter 2102: .........*(NumConst=140, SV=53, CEps=0.2429, QPEps=0.0489) Iter 2103: *(NumConst=139, SV=50, CEps=0.1001, QPEps=0.0484) Iter 2104: *(NumConst=139, SV=50, CEps=0.1135, QPEps=0.0500) Iter 2105: .........*(NumConst=139, SV=54, CEps=0.1950, QPEps=0.0491) Iter 2106: .........*(NumConst=139, SV=51, CEps=0.1235, QPEps=0.0497) Iter 2107: .........*(NumConst=140, SV=47, CEps=0.1084, QPEps=0.0495) Iter 2108: .........*(NumConst=139, SV=49, CEps=0.1003, QPEps=0.0500) Iter 2109: .........*(NumConst=140, SV=57, CEps=0.1035, QPEps=0.0491) Iter 2110: .........(NumConst=140, SV=57, CEps=0.0945, QPEps=0.0491) Final epsilon on KKT-Conditions: 0.09449 Upper bound on duality gap: 174.55456 Dual objective value: dval=111001.80756 Primal objective value: pval=111176.36212 Total number of constraints in final working set: 140 (of 2109) Number of iterations: 2110 Number of calls to 'find_most_violated_constraint': 86724 Number of SV: 57 Norm of weight vector: |w|=2.85326 Value of slack variable (on working set): xi=63.75427 Value of slack variable (global): xi=63.77813 Norm of longest difference vector: ||Psi(x,y)-Psi(x,ybar)||=3213.20271 Runtime in cpu-seconds: 2856.92 Final number of constraints in cache: 990 Viterbi timing: CreateTransEmitMatrix=3403.000000 Viterbi=1208.000000 Compacting linear model...done Writing learned model...done === END program1: ./run learn ../dataset2/train --- OK [6729s] ===== MAIN: predict/evaluate on train data ===== === START program3: ./run stripLabels ../dataset2/train ../program0/evalTrain.in === END program3: ./run stripLabels ../dataset2/train ../program0/evalTrain.in --- OK [5s] === START program1: ./run predict ../program0/evalTrain.in ../program0/evalTrain.out read 14 templates from "template" Reading model...done. Reading test examples... 198 examples, 174311 tokens, 21 features, 5 classes... done. Classifying test examples...done Runtime (without IO) in cpu-seconds: 0.10 Average loss on test set: 880.3586 Zero/one-error on test set: 100.00% (0 correct, 198 incorrect, 198 total) Average loss per token: 1.0000 === END program1: ./run predict ../program0/evalTrain.in ../program0/evalTrain.out --- OK [42s] === START program4: ./run evaluate ../dataset2/train ../program0/evalTrain.out === END program4: ./run evaluate ../dataset2/train ../program0/evalTrain.out --- OK [14s] ===== MAIN: predict/evaluate on test data ===== === START program3: ./run stripLabels ../dataset2/test ../program0/evalTest.in === END program3: ./run stripLabels ../dataset2/test ../program0/evalTest.in --- OK [0s] === START program1: ./run predict ../program0/evalTest.in ../program0/evalTest.out read 14 templates from "template" Reading model...done. Reading test examples... 10 examples, 11116 tokens, 21 features, 5 classes... done. Classifying test examples...done Runtime (without IO) in cpu-seconds: 0.01 Average loss on test set: 1111.6000 Zero/one-error on test set: 100.00% (0 correct, 10 incorrect, 10 total) Average loss per token: 1.0000 === END program1: ./run predict ../program0/evalTest.in ../program0/evalTest.out --- OK [4s] === START program4: ./run evaluate ../dataset2/test ../program0/evalTest.out === END program4: ./run evaluate ../dataset2/test ../program0/evalTest.out --- OK [1s] real 113m37.603s user 48m30.746s sys 0m10.297s
Run specification 
Results
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