ServerRun 11217
Creatorfavre
Programsvm-hmm
Datasetner-ester1-fra
Task typeSequenceTagging
Created6y288d ago
Done! Flag_green
30m50s
455M
SequenceTagging
0.975
0.841
0.963
0.739

Log file

... (lines omitted) ...
Iter 754: *(NumConst=121, SV=55, CEps=0.3414, QPEps=0.1361)
Iter 755: *(NumConst=122, SV=54, CEps=0.3847, QPEps=0.1370)
Iter 756: *(NumConst=123, SV=54, CEps=0.3615, QPEps=0.1368)
Iter 757: *(NumConst=124, SV=53, CEps=0.3738, QPEps=0.1364)
Iter 758: *(NumConst=125, SV=54, CEps=0.2975, QPEps=0.1362)
Iter 759: *(NumConst=126, SV=53, CEps=0.3286, QPEps=0.1333)
Iter 760: *(NumConst=127, SV=55, CEps=0.2932, QPEps=0.1376)
Iter 761: *(NumConst=127, SV=55, CEps=0.3430, QPEps=0.1366)
Iter 762: *(NumConst=128, SV=55, CEps=0.2576, QPEps=0.1278)
Iter 763: *(NumConst=128, SV=54, CEps=0.4611, QPEps=0.1246)
Iter 764: *(NumConst=126, SV=51, CEps=0.3607, QPEps=0.1178)
Iter 765: *(NumConst=125, SV=50, CEps=0.3992, QPEps=0.1197)
Iter 766: *(NumConst=120, SV=51, CEps=0.3009, QPEps=0.1272)
Iter 767: *(NumConst=119, SV=50, CEps=0.2930, QPEps=0.1260)
Iter 768: *(NumConst=118, SV=51, CEps=0.3949, QPEps=0.1272)
Iter 769: *(NumConst=118, SV=51, CEps=0.2814, QPEps=0.1251)
Iter 770: *(NumConst=118, SV=50, CEps=0.2986, QPEps=0.1254)
Iter 771: *(NumConst=118, SV=52, CEps=0.2747, QPEps=0.1266)
Iter 772: *(NumConst=117, SV=51, CEps=0.2672, QPEps=0.1254)
Iter 773: *(NumConst=116, SV=50, CEps=0.2360, QPEps=0.1131)
Iter 774: *(NumConst=116, SV=52, CEps=0.3476, QPEps=0.1159)
Iter 775: *(NumConst=116, SV=52, CEps=0.2904, QPEps=0.1127)
Iter 776: *(NumConst=114, SV=51, CEps=0.2750, QPEps=0.1162)
Iter 777: *(NumConst=114, SV=52, CEps=0.2483, QPEps=0.1159)
Iter 778: *(NumConst=114, SV=53, CEps=0.2483, QPEps=0.1027)
Iter 779: *(NumConst=111, SV=53, CEps=0.2511, QPEps=0.1114)
Iter 780: *(NumConst=110, SV=51, CEps=0.2615, QPEps=0.1166)
Iter 781: *(NumConst=111, SV=51, CEps=0.2991, QPEps=0.1158)
Iter 782: *(NumConst=110, SV=51, CEps=0.3310, QPEps=0.1071)
Iter 783: *(NumConst=111, SV=52, CEps=0.2427, QPEps=0.1139)
Iter 784: *(NumConst=108, SV=54, CEps=0.2307, QPEps=0.1153)
Iter 785: *(NumConst=108, SV=53, CEps=0.3660, QPEps=0.1147)
Iter 786: *(NumConst=107, SV=53, CEps=0.2939, QPEps=0.1153)
Iter 787: *(NumConst=107, SV=53, CEps=0.2419, QPEps=0.1137)
Iter 788: *(NumConst=107, SV=51, CEps=0.3287, QPEps=0.1127)
Iter 789: *(NumConst=106, SV=55, CEps=0.2185, QPEps=0.1044)
Iter 790: *(NumConst=104, SV=51, CEps=0.3736, QPEps=0.1060)
Iter 791: *(NumConst=104, SV=52, CEps=0.3120, QPEps=0.1079)
Iter 792: *(NumConst=104, SV=51, CEps=0.2776, QPEps=0.1082)
Iter 793: *(NumConst=105, SV=48, CEps=0.2856, QPEps=0.1088)
Iter 794: *(NumConst=106, SV=50, CEps=0.2103, QPEps=0.1048)
Iter 795: *(NumConst=107, SV=50, CEps=0.2227, QPEps=0.1048)
Iter 796: *(NumConst=108, SV=49, CEps=0.2667, QPEps=0.1020)
Iter 797: *(NumConst=109, SV=52, CEps=0.1974, QPEps=0.0811)
Iter 798: *(NumConst=110, SV=51, CEps=0.2431, QPEps=0.0902)
Iter 799: *(NumConst=111, SV=53, CEps=0.1906, QPEps=0.0938)
Iter 800: *(NumConst=110, SV=49, CEps=0.2822, QPEps=0.0905)
Iter 801: *(NumConst=108, SV=51, CEps=0.1794, QPEps=0.0808)
Iter 802: *(NumConst=109, SV=49, CEps=0.1833, QPEps=0.0836)
Iter 803: *(NumConst=109, SV=47, CEps=0.2186, QPEps=0.0896)
Iter 804: *(NumConst=109, SV=48, CEps=0.1953, QPEps=0.0874)
Iter 805: *(NumConst=110, SV=49, CEps=0.1627, QPEps=0.0800)
Iter 806: *(NumConst=110, SV=48, CEps=0.1829, QPEps=0.0758)
Iter 807: *(NumConst=110, SV=49, CEps=0.1562, QPEps=0.0780)
Iter 808: *(NumConst=109, SV=51, CEps=0.1882, QPEps=0.0779)
Iter 809: *(NumConst=109, SV=47, CEps=0.2059, QPEps=0.0777)
Iter 810: *(NumConst=110, SV=53, CEps=0.1525, QPEps=0.0684)
Iter 811: *(NumConst=108, SV=50, CEps=0.2236, QPEps=0.0728)
Iter 812: *(NumConst=109, SV=57, CEps=0.1238, QPEps=0.0594)
Iter 813: *(NumConst=107, SV=55, CEps=0.1832, QPEps=0.0606)
Iter 814: *(NumConst=106, SV=50, CEps=0.1813, QPEps=0.0594)
Iter 815: *(NumConst=107, SV=50, CEps=0.2757, QPEps=0.0609)
Iter 816: *(NumConst=106, SV=51, CEps=0.1702, QPEps=0.0599)
Iter 817: *(NumConst=106, SV=50, CEps=0.1572, QPEps=0.0605)
Iter 818: *(NumConst=107, SV=49, CEps=0.1594, QPEps=0.0608)
Iter 819: *(NumConst=108, SV=49, CEps=0.1360, QPEps=0.0603)
Iter 820: *(NumConst=109, SV=55, CEps=0.1111, QPEps=0.0544)
Iter 821: *(NumConst=109, SV=57, CEps=0.1934, QPEps=0.0553)
Iter 822: *(NumConst=109, SV=53, CEps=0.1329, QPEps=0.0552)
Iter 823: *(NumConst=110, SV=56, CEps=0.1838, QPEps=0.0554)
Iter 824: *(NumConst=110, SV=54, CEps=0.1684, QPEps=0.0534)
Iter 825: *(NumConst=109, SV=53, CEps=0.1313, QPEps=0.0523)
Iter 826: *(NumConst=110, SV=51, CEps=0.1055, QPEps=0.0524)
Iter 827: *(NumConst=111, SV=50, CEps=0.1683, QPEps=0.0500)
Iter 828: *(NumConst=111, SV=56, CEps=0.1204, QPEps=0.0521)
Iter 829: *(NumConst=111, SV=51, CEps=0.1774, QPEps=0.0519)
Iter 830: *(NumConst=111, SV=53, CEps=0.1254, QPEps=0.0517)
Iter 831: *(NumConst=112, SV=54, CEps=0.1258, QPEps=0.0527)
Iter 832: *(NumConst=113, SV=52, CEps=0.1504, QPEps=0.0526)
Iter 833: *(NumConst=113, SV=52, CEps=0.1039, QPEps=0.0516)
Iter 834: *(NumConst=114, SV=52, CEps=0.1730, QPEps=0.0512)
Iter 835: *(NumConst=115, SV=53, CEps=0.1090, QPEps=0.0511)
Iter 836: *(NumConst=115, SV=53, CEps=0.2299, QPEps=0.0445)
Iter 837: *(NumConst=115, SV=53, CEps=0.1259, QPEps=0.0514)
Iter 838: *(NumConst=114, SV=55, CEps=0.1118, QPEps=0.0518)
Iter 839: *(NumConst=114, SV=52, CEps=0.1156, QPEps=0.0511)
Iter 840: *(NumConst=114, SV=51, CEps=0.2382, QPEps=0.0512)
Iter 841: *(NumConst=113, SV=54, CEps=0.1622, QPEps=0.0519)
Iter 842: *(NumConst=113, SV=51, CEps=0.1252, QPEps=0.0498)
Iter 843: *(NumConst=113, SV=51, CEps=0.1069, QPEps=0.0514)
Iter 844: .........*(NumConst=114, SV=52, CEps=0.5232, QPEps=0.0984)
Iter 845: *(NumConst=114, SV=48, CEps=0.2480, QPEps=0.1106)
Iter 846: *(NumConst=115, SV=50, CEps=0.2322, QPEps=0.0907)
Iter 847: *(NumConst=115, SV=61, CEps=0.1503, QPEps=0.0736)
Iter 848: *(NumConst=115, SV=54, CEps=0.2220, QPEps=0.0739)
Iter 849: *(NumConst=114, SV=53, CEps=0.2562, QPEps=0.0751)
Iter 850: *(NumConst=114, SV=50, CEps=0.2290, QPEps=0.0748)
Iter 851: *(NumConst=114, SV=50, CEps=0.2047, QPEps=0.0747)
Iter 852: *(NumConst=115, SV=53, CEps=0.1603, QPEps=0.0741)
Iter 853: *(NumConst=115, SV=50, CEps=0.2136, QPEps=0.0734)
Iter 854: *(NumConst=115, SV=53, CEps=0.2107, QPEps=0.0743)
Iter 855: *(NumConst=116, SV=48, CEps=0.2280, QPEps=0.0749)
Iter 856: *(NumConst=116, SV=50, CEps=0.1643, QPEps=0.0732)
Iter 857: *(NumConst=117, SV=54, CEps=0.2186, QPEps=0.0741)
Iter 858: *(NumConst=118, SV=51, CEps=0.2697, QPEps=0.0743)
Iter 859: *(NumConst=118, SV=52, CEps=0.2132, QPEps=0.0749)
Iter 860: *(NumConst=118, SV=52, CEps=0.1949, QPEps=0.0738)
Iter 861: *(NumConst=119, SV=53, CEps=0.1888, QPEps=0.0741)
Iter 862: *(NumConst=118, SV=55, CEps=0.1698, QPEps=0.0750)
Iter 863: *(NumConst=118, SV=50, CEps=0.2094, QPEps=0.0745)
Iter 864: *(NumConst=119, SV=52, CEps=0.2199, QPEps=0.0687)
Iter 865: *(NumConst=119, SV=53, CEps=0.1387, QPEps=0.0687)
Iter 866: *(NumConst=120, SV=54, CEps=0.1754, QPEps=0.0640)
Iter 867: *(NumConst=120, SV=52, CEps=0.2038, QPEps=0.0685)
Iter 868: *(NumConst=121, SV=52, CEps=0.1805, QPEps=0.0689)
Iter 869: *(NumConst=121, SV=53, CEps=0.1489, QPEps=0.0657)
Iter 870: *(NumConst=119, SV=56, CEps=0.1446, QPEps=0.0679)
Iter 871: *(NumConst=119, SV=57, CEps=0.1760, QPEps=0.0679)
Iter 872: *(NumConst=120, SV=55, CEps=0.2465, QPEps=0.0681)
Iter 873: *(NumConst=121, SV=53, CEps=0.1797, QPEps=0.0678)
Iter 874: *(NumConst=122, SV=56, CEps=0.1398, QPEps=0.0685)
Iter 875: *(NumConst=123, SV=55, CEps=0.1700, QPEps=0.0687)
Iter 876: *(NumConst=124, SV=53, CEps=0.1768, QPEps=0.0692)
Iter 877: *(NumConst=125, SV=52, CEps=0.1437, QPEps=0.0689)
Iter 878: *(NumConst=124, SV=53, CEps=0.1389, QPEps=0.0675)
Iter 879: *(NumConst=124, SV=50, CEps=0.1448, QPEps=0.0665)
Iter 880: *(NumConst=125, SV=54, CEps=0.1301, QPEps=0.0642)
Iter 881: *(NumConst=125, SV=53, CEps=0.1604, QPEps=0.0638)
Iter 882: *(NumConst=126, SV=50, CEps=0.1168, QPEps=0.0574)
Iter 883: *(NumConst=127, SV=51, CEps=0.1322, QPEps=0.0561)
Iter 884: *(NumConst=127, SV=52, CEps=0.1259, QPEps=0.0569)
Iter 885: *(NumConst=127, SV=49, CEps=0.1310, QPEps=0.0505)
Iter 886: *(NumConst=126, SV=49, CEps=0.1216, QPEps=0.0567)
Iter 887: *(NumConst=127, SV=52, CEps=0.1451, QPEps=0.0566)
Iter 888: *(NumConst=127, SV=54, CEps=0.1122, QPEps=0.0544)
Iter 889: *(NumConst=128, SV=52, CEps=0.1933, QPEps=0.0552)
Iter 890: *(NumConst=129, SV=56, CEps=0.1596, QPEps=0.0560)
Iter 891: *(NumConst=128, SV=56, CEps=0.1705, QPEps=0.0555)
Iter 892: *(NumConst=129, SV=53, CEps=0.1311, QPEps=0.0508)
Iter 893: *(NumConst=130, SV=52, CEps=0.1156, QPEps=0.0556)
Iter 894: *(NumConst=129, SV=52, CEps=0.1623, QPEps=0.0539)
Iter 895: *(NumConst=129, SV=51, CEps=0.1316, QPEps=0.0557)
Iter 896: *(NumConst=129, SV=52, CEps=0.1389, QPEps=0.0544)
Iter 897: *(NumConst=127, SV=52, CEps=0.1260, QPEps=0.0558)
Iter 898: *(NumConst=126, SV=50, CEps=0.1565, QPEps=0.0560)
Iter 899: *(NumConst=125, SV=50, CEps=0.1130, QPEps=0.0549)
Iter 900: .........*(NumConst=124, SV=51, CEps=0.3913, QPEps=0.1015)
Iter 901: *(NumConst=124, SV=58, CEps=0.2395, QPEps=0.0925)
Iter 902: *(NumConst=124, SV=57, CEps=0.2838, QPEps=0.1178)
Iter 903: *(NumConst=124, SV=55, CEps=0.2069, QPEps=0.1003)
Iter 904: *(NumConst=123, SV=55, CEps=0.2530, QPEps=0.1003)
Iter 905: *(NumConst=124, SV=56, CEps=0.2128, QPEps=0.0987)
Iter 906: *(NumConst=124, SV=58, CEps=0.1779, QPEps=0.0887)
Iter 907: *(NumConst=123, SV=58, CEps=0.3265, QPEps=0.0879)
Iter 908: *(NumConst=124, SV=61, CEps=0.2050, QPEps=0.0793)
Iter 909: *(NumConst=125, SV=54, CEps=0.2975, QPEps=0.0831)
Iter 910: *(NumConst=125, SV=58, CEps=0.2205, QPEps=0.0583)
Iter 911: *(NumConst=123, SV=58, CEps=0.2357, QPEps=0.0845)
Iter 912: *(NumConst=122, SV=54, CEps=0.2226, QPEps=0.0801)
Iter 913: *(NumConst=123, SV=53, CEps=0.2043, QPEps=0.0806)
Iter 914: *(NumConst=123, SV=54, CEps=0.2331, QPEps=0.0863)
Iter 915: *(NumConst=124, SV=52, CEps=0.1563, QPEps=0.0742)
Iter 916: *(NumConst=123, SV=53, CEps=0.2674, QPEps=0.0774)
Iter 917: *(NumConst=122, SV=54, CEps=0.2230, QPEps=0.0769)
Iter 918: *(NumConst=123, SV=55, CEps=0.1485, QPEps=0.0729)
Iter 919: *(NumConst=124, SV=53, CEps=0.2428, QPEps=0.0727)
Iter 920: *(NumConst=122, SV=53, CEps=0.2052, QPEps=0.0736)
Iter 921: *(NumConst=121, SV=52, CEps=0.1624, QPEps=0.0739)
Iter 922: *(NumConst=121, SV=55, CEps=0.1637, QPEps=0.0722)
Iter 923: *(NumConst=120, SV=55, CEps=0.1827, QPEps=0.0711)
Iter 924: *(NumConst=121, SV=54, CEps=0.1940, QPEps=0.0742)
Iter 925: *(NumConst=121, SV=55, CEps=0.1550, QPEps=0.0740)
Iter 926: *(NumConst=121, SV=56, CEps=0.1597, QPEps=0.0720)
Iter 927: *(NumConst=121, SV=55, CEps=0.1797, QPEps=0.0741)
Iter 928: *(NumConst=120, SV=58, CEps=0.1657, QPEps=0.0741)
Iter 929: *(NumConst=120, SV=58, CEps=0.1493, QPEps=0.0705)
Iter 930: *(NumConst=120, SV=57, CEps=0.1566, QPEps=0.0705)
Iter 931: *(NumConst=121, SV=57, CEps=0.1734, QPEps=0.0711)
Iter 932: *(NumConst=122, SV=54, CEps=0.1826, QPEps=0.0674)
Iter 933: *(NumConst=123, SV=55, CEps=0.1704, QPEps=0.0740)
Iter 934: *(NumConst=123, SV=55, CEps=0.1409, QPEps=0.0682)
Iter 935: *(NumConst=124, SV=54, CEps=0.1812, QPEps=0.0673)
Iter 936: *(NumConst=125, SV=55, CEps=0.2122, QPEps=0.0672)
Iter 937: *(NumConst=125, SV=54, CEps=0.1483, QPEps=0.0682)
Iter 938: *(NumConst=124, SV=53, CEps=0.1635, QPEps=0.0694)
Iter 939: *(NumConst=125, SV=54, CEps=0.1490, QPEps=0.0702)
Iter 940: *(NumConst=126, SV=57, CEps=0.1446, QPEps=0.0673)
Iter 941: *(NumConst=123, SV=55, CEps=0.1409, QPEps=0.0702)
Iter 942: *(NumConst=124, SV=56, CEps=0.1669, QPEps=0.0685)
Iter 943: *(NumConst=123, SV=58, CEps=0.1267, QPEps=0.0631)
Iter 944: *(NumConst=122, SV=58, CEps=0.1222, QPEps=0.0606)
Iter 945: *(NumConst=123, SV=58, CEps=0.2080, QPEps=0.0583)
Iter 946: *(NumConst=122, SV=59, CEps=0.1422, QPEps=0.0605)
Iter 947: *(NumConst=122, SV=60, CEps=0.1210, QPEps=0.0564)
Iter 948: *(NumConst=122, SV=59, CEps=0.1310, QPEps=0.0599)
Iter 949: *(NumConst=123, SV=60, CEps=0.1729, QPEps=0.0597)
Iter 950: *(NumConst=122, SV=60, CEps=0.1471, QPEps=0.0576)
Iter 951: *(NumConst=123, SV=61, CEps=0.1537, QPEps=0.0593)
Iter 952: *(NumConst=121, SV=63, CEps=0.1330, QPEps=0.0604)
Iter 953: *(NumConst=121, SV=62, CEps=0.1754, QPEps=0.0575)
Iter 954: *(NumConst=122, SV=60, CEps=0.1222, QPEps=0.0504)
Iter 955: *(NumConst=122, SV=61, CEps=0.1115, QPEps=0.0551)
Iter 956: *(NumConst=122, SV=61, CEps=0.1215, QPEps=0.0551)
Iter 957: *(NumConst=123, SV=62, CEps=0.1323, QPEps=0.0545)
Iter 958: *(NumConst=118, SV=62, CEps=0.1542, QPEps=0.0548)
Iter 959: *(NumConst=117, SV=63, CEps=0.1338, QPEps=0.0549)
Iter 960: *(NumConst=116, SV=65, CEps=0.1141, QPEps=0.0546)
Iter 961: .........*(NumConst=111, SV=66, CEps=0.2892, QPEps=0.0776)
Iter 962: *(NumConst=110, SV=68, CEps=0.2003, QPEps=0.0990)
Iter 963: *(NumConst=111, SV=68, CEps=0.2009, QPEps=0.0992)
Iter 964: *(NumConst=110, SV=68, CEps=0.2213, QPEps=0.0990)
Iter 965: *(NumConst=111, SV=70, CEps=0.1678, QPEps=0.0823)
Iter 966: *(NumConst=111, SV=67, CEps=0.2414, QPEps=0.0829)
Iter 967: *(NumConst=112, SV=67, CEps=0.1688, QPEps=0.0813)
Iter 968: *(NumConst=112, SV=66, CEps=0.2414, QPEps=0.0795)
Iter 969: *(NumConst=112, SV=65, CEps=0.2196, QPEps=0.0824)
Iter 970: *(NumConst=113, SV=65, CEps=0.2012, QPEps=0.0815)
Iter 971: *(NumConst=114, SV=66, CEps=0.1789, QPEps=0.0829)
Iter 972: *(NumConst=113, SV=66, CEps=0.1772, QPEps=0.0833)
Iter 973: *(NumConst=113, SV=66, CEps=0.1670, QPEps=0.0793)
Iter 974: *(NumConst=113, SV=65, CEps=0.1768, QPEps=0.0831)
Iter 975: *(NumConst=114, SV=66, CEps=0.1904, QPEps=0.0824)
Iter 976: *(NumConst=114, SV=64, CEps=0.1556, QPEps=0.0767)
Iter 977: *(NumConst=115, SV=65, CEps=0.1946, QPEps=0.0767)
Iter 978: *(NumConst=114, SV=64, CEps=0.1705, QPEps=0.0773)
Iter 979: *(NumConst=111, SV=65, CEps=0.1712, QPEps=0.0771)
Iter 980: *(NumConst=111, SV=66, CEps=0.1510, QPEps=0.0729)
Iter 981: *(NumConst=110, SV=65, CEps=0.1721, QPEps=0.0746)
Iter 982: *(NumConst=111, SV=66, CEps=0.1787, QPEps=0.0754)
Iter 983: *(NumConst=111, SV=64, CEps=0.1665, QPEps=0.0731)
Iter 984: *(NumConst=111, SV=66, CEps=0.1569, QPEps=0.0713)
Iter 985: *(NumConst=112, SV=67, CEps=0.1492, QPEps=0.0715)
Iter 986: *(NumConst=112, SV=68, CEps=0.1664, QPEps=0.0739)
Iter 987: *(NumConst=112, SV=67, CEps=0.1289, QPEps=0.0627)
Iter 988: *(NumConst=113, SV=67, CEps=0.1562, QPEps=0.0638)
Iter 989: *(NumConst=114, SV=70, CEps=0.1317, QPEps=0.0632)
Iter 990: *(NumConst=113, SV=69, CEps=0.1489, QPEps=0.0643)
Iter 991: *(NumConst=114, SV=71, CEps=0.1072, QPEps=0.0536)
Iter 992: *(NumConst=115, SV=71, CEps=0.1533, QPEps=0.0522)
Iter 993: *(NumConst=115, SV=70, CEps=0.1514, QPEps=0.0520)
Iter 994: *(NumConst=116, SV=69, CEps=0.1446, QPEps=0.0523)
Iter 995: *(NumConst=117, SV=68, CEps=0.1272, QPEps=0.0493)
Iter 996: *(NumConst=116, SV=69, CEps=0.1505, QPEps=0.0507)
Iter 997: *(NumConst=115, SV=70, CEps=0.1172, QPEps=0.0534)
Iter 998: *(NumConst=116, SV=70, CEps=0.1138, QPEps=0.0516)
Iter 999: *(NumConst=116, SV=70, CEps=0.1071, QPEps=0.0532)
Iter 1000: *(NumConst=116, SV=70, CEps=0.1178, QPEps=0.0511)
Iter 1001: *(NumConst=117, SV=69, CEps=0.1366, QPEps=0.0532)
Iter 1002: *(NumConst=116, SV=69, CEps=0.1185, QPEps=0.0499)
Iter 1003: *(NumConst=115, SV=70, CEps=0.1261, QPEps=0.0499)
Iter 1004: *(NumConst=116, SV=70, CEps=0.1058, QPEps=0.0517)
Iter 1005: .........*(NumConst=117, SV=71, CEps=0.2300, QPEps=0.1009)
Iter 1006: *(NumConst=118, SV=75, CEps=0.1687, QPEps=0.0810)
Iter 1007: *(NumConst=119, SV=75, CEps=0.1274, QPEps=0.0634)
Iter 1008: *(NumConst=120, SV=72, CEps=0.2035, QPEps=0.0629)
Iter 1009: *(NumConst=121, SV=71, CEps=0.1850, QPEps=0.0610)
Iter 1010: *(NumConst=122, SV=71, CEps=0.1902, QPEps=0.0617)
Iter 1011: *(NumConst=123, SV=69, CEps=0.1723, QPEps=0.0626)
Iter 1012: *(NumConst=122, SV=70, CEps=0.1490, QPEps=0.0613)
Iter 1013: *(NumConst=122, SV=71, CEps=0.1398, QPEps=0.0593)
Iter 1014: *(NumConst=122, SV=71, CEps=0.1679, QPEps=0.0613)
Iter 1015: *(NumConst=119, SV=67, CEps=0.1700, QPEps=0.0633)
Iter 1016: *(NumConst=120, SV=68, CEps=0.1444, QPEps=0.0621)
Iter 1017: *(NumConst=121, SV=66, CEps=0.1477, QPEps=0.0569)
Iter 1018: *(NumConst=121, SV=68, CEps=0.1202, QPEps=0.0572)
Iter 1019: *(NumConst=121, SV=64, CEps=0.1715, QPEps=0.0594)
Iter 1020: *(NumConst=122, SV=65, CEps=0.1325, QPEps=0.0595)
Iter 1021: *(NumConst=122, SV=66, CEps=0.1418, QPEps=0.0589)
Iter 1022: *(NumConst=121, SV=66, CEps=0.1378, QPEps=0.0587)
Iter 1023: *(NumConst=121, SV=66, CEps=0.1122, QPEps=0.0558)
Iter 1024: *(NumConst=122, SV=64, CEps=0.1632, QPEps=0.0552)
Iter 1025: *(NumConst=122, SV=63, CEps=0.1738, QPEps=0.0546)
Iter 1026: *(NumConst=123, SV=62, CEps=0.1625, QPEps=0.0560)
Iter 1027: *(NumConst=122, SV=63, CEps=0.1321, QPEps=0.0543)
Iter 1028: *(NumConst=123, SV=66, CEps=0.1269, QPEps=0.0544)
Iter 1029: *(NumConst=124, SV=61, CEps=0.1496, QPEps=0.0554)
Iter 1030: *(NumConst=124, SV=61, CEps=0.1782, QPEps=0.0432)
Iter 1031: *(NumConst=125, SV=64, CEps=0.1271, QPEps=0.0559)
Iter 1032: *(NumConst=126, SV=64, CEps=0.1105, QPEps=0.0542)
Iter 1033: *(NumConst=127, SV=64, CEps=0.1337, QPEps=0.0551)
Iter 1034: *(NumConst=127, SV=63, CEps=0.1321, QPEps=0.0550)
Iter 1035: *(NumConst=128, SV=61, CEps=0.1122, QPEps=0.0548)
Iter 1036: *(NumConst=128, SV=66, CEps=0.1077, QPEps=0.0530)
Iter 1037: *(NumConst=129, SV=66, CEps=0.1090, QPEps=0.0521)
Iter 1038: .........*(NumConst=130, SV=71, CEps=0.1710, QPEps=0.0815)
Iter 1039: *(NumConst=130, SV=71, CEps=0.1298, QPEps=0.0649)
Iter 1040: *(NumConst=131, SV=73, CEps=0.1202, QPEps=0.0595)
Iter 1041: *(NumConst=130, SV=70, CEps=0.1955, QPEps=0.0573)
Iter 1042: *(NumConst=131, SV=66, CEps=0.1724, QPEps=0.0601)
Iter 1043: *(NumConst=132, SV=66, CEps=0.1710, QPEps=0.0511)
Iter 1044: *(NumConst=132, SV=65, CEps=0.1416, QPEps=0.0517)
Iter 1045: *(NumConst=133, SV=66, CEps=0.1427, QPEps=0.0590)
Iter 1046: *(NumConst=133, SV=66, CEps=0.1379, QPEps=0.0581)
Iter 1047: *(NumConst=134, SV=66, CEps=0.1392, QPEps=0.0583)
Iter 1048: *(NumConst=135, SV=66, CEps=0.1451, QPEps=0.0578)
Iter 1049: *(NumConst=136, SV=68, CEps=0.1206, QPEps=0.0515)
Iter 1050: *(NumConst=136, SV=67, CEps=0.1491, QPEps=0.0592)
Iter 1051: *(NumConst=137, SV=68, CEps=0.1496, QPEps=0.0575)
Iter 1052: *(NumConst=138, SV=67, CEps=0.1360, QPEps=0.0597)
Iter 1053: *(NumConst=139, SV=68, CEps=0.1282, QPEps=0.0590)
Iter 1054: *(NumConst=140, SV=68, CEps=0.1192, QPEps=0.0568)
Iter 1055: *(NumConst=141, SV=72, CEps=0.1242, QPEps=0.0585)
Iter 1056: *(NumConst=142, SV=74, CEps=0.1143, QPEps=0.0475)
Iter 1057: *(NumConst=140, SV=76, CEps=0.1057, QPEps=0.0524)
Iter 1058: *(NumConst=139, SV=72, CEps=0.1044, QPEps=0.0498)
Iter 1059: *(NumConst=137, SV=70, CEps=0.1128, QPEps=0.0514)
Iter 1060: *(NumConst=136, SV=72, CEps=0.1043, QPEps=0.0504)
Iter 1061: .........*(NumConst=136, SV=73, CEps=0.1546, QPEps=0.0747)
Iter 1062: *(NumConst=135, SV=74, CEps=0.1328, QPEps=0.0596)
Iter 1063: *(NumConst=135, SV=77, CEps=0.1053, QPEps=0.0526)
Iter 1064: *(NumConst=134, SV=73, CEps=0.1539, QPEps=0.0525)
Iter 1065: *(NumConst=133, SV=72, CEps=0.1297, QPEps=0.0504)
Iter 1066: *(NumConst=132, SV=69, CEps=0.1146, QPEps=0.0494)
Iter 1067: *(NumConst=131, SV=71, CEps=0.1145, QPEps=0.0526)
Iter 1068: *(NumConst=129, SV=69, CEps=0.1286, QPEps=0.0523)
Iter 1069: .........*(NumConst=130, SV=69, CEps=0.1331, QPEps=0.0591)
Iter 1070: *(NumConst=130, SV=74, CEps=0.1141, QPEps=0.0553)
Iter 1071: *(NumConst=131, SV=75, CEps=0.1331, QPEps=0.0569)
Iter 1072: *(NumConst=132, SV=75, CEps=0.1206, QPEps=0.0533)
Iter 1073: .........*(NumConst=133, SV=73, CEps=0.1192, QPEps=0.0586)
Iter 1074: *(NumConst=132, SV=74, CEps=0.1313, QPEps=0.0592)
Iter 1075: *(NumConst=132, SV=73, CEps=0.1127, QPEps=0.0497)
Iter 1076: *(NumConst=132, SV=73, CEps=0.1107, QPEps=0.0544)
Iter 1077: *(NumConst=133, SV=74, CEps=0.1078, QPEps=0.0537)
Iter 1078: *(NumConst=132, SV=74, CEps=0.1078, QPEps=0.0539)
Iter 1079: *(NumConst=133, SV=75, CEps=0.1562, QPEps=0.0473)
Iter 1080: *(NumConst=134, SV=74, CEps=0.1138, QPEps=0.0534)
Iter 1081: *(NumConst=134, SV=74, CEps=0.1348, QPEps=0.0534)
Iter 1082: *(NumConst=135, SV=75, CEps=0.1056, QPEps=0.0525)
Iter 1083: *(NumConst=136, SV=75, CEps=0.1407, QPEps=0.0524)
Iter 1084: *(NumConst=136, SV=71, CEps=0.1221, QPEps=0.0521)
Iter 1085: *(NumConst=137, SV=72, CEps=0.1174, QPEps=0.0525)
Iter 1086: *(NumConst=137, SV=72, CEps=0.1094, QPEps=0.0516)
Iter 1087: .........*(NumConst=138, SV=73, CEps=0.1560, QPEps=0.0512)
Iter 1088: *(NumConst=139, SV=74, CEps=0.1156, QPEps=0.0556)
Iter 1089: *(NumConst=136, SV=74, CEps=0.1106, QPEps=0.0543)
Iter 1090: .........*(NumConst=133, SV=75, CEps=0.1265, QPEps=0.0589)
Iter 1091: *(NumConst=131, SV=76, CEps=0.1116, QPEps=0.0505)
Iter 1092: *(NumConst=131, SV=77, CEps=0.1121, QPEps=0.0473)
Iter 1093: *(NumConst=131, SV=77, CEps=0.1074, QPEps=0.0467)
Iter 1094: .........*(NumConst=132, SV=77, CEps=0.1402, QPEps=0.0587)
Iter 1095: .........*(NumConst=132, SV=78, CEps=0.1050, QPEps=0.0510)
Iter 1096: *(NumConst=133, SV=77, CEps=0.1032, QPEps=0.0474)
Iter 1097: .........*(NumConst=134, SV=78, CEps=0.1090, QPEps=0.0521)
Iter 1098: .........(NumConst=134, SV=78, CEps=0.0893, QPEps=0.0521)
Final epsilon on KKT-Conditions: 0.08925
Upper bound on duality gap: 863.69241
Dual objective value: dval=15698.28239
Primal objective value: pval=16561.97480
Total number of constraints in final working set: 134 (of 1097)
Number of iterations: 1098
Number of calls to 'find_most_violated_constraint': 2669760
Number of SV: 78 
Norm of weight vector: |w|=67.95530
Value of slack variable (on working set): xi=1.35017
Value of slack variable (global): xi=1.40915
Norm of longest difference vector: ||Psi(x,y)-Psi(x,ybar)||=0.94825
Runtime in cpu-seconds: 618.24
Final number of constraints in cache: 208573
Viterbi timing: CreateTransEmitMatrix=9185.000000 Viterbi=14008.000000
Compacting linear model...done
Writing learned model...done
=== END program1: ./run learn ../dataset2/train --- OK [1583s]

===== 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 [16s]
=== START program1: ./run predict ../program0/evalTrain.in ../program0/evalTrain.out
read 3 templates from "template"
Reading model...done.
Reading test examples... 41715 examples, 1011462 tokens, 36727 features, 20 classes... done.
Classifying test examples...done
Runtime (without IO) in cpu-seconds: 2.74
Average loss on test set: 24.2470
Zero/one-error on test set: 100.00% (0 correct, 41715 incorrect, 41715 total)
Average loss per token: 1.0000
=== END program1: ./run predict ../program0/evalTrain.in ../program0/evalTrain.out --- OK [125s]
=== START program4: ./run evaluate ../dataset2/train ../program0/evalTrain.out
=== END program4: ./run evaluate ../dataset2/train ../program0/evalTrain.out --- OK [80s]

===== 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 [2s]
=== START program1: ./run predict ../program0/evalTest.in ../program0/evalTest.out
read 3 templates from "template"
Reading model...done.
Reading test examples... 4353 examples, 111835 tokens, 36693 features, 20 classes... done.
Classifying test examples...done
Runtime (without IO) in cpu-seconds: 0.33
Average loss on test set: 25.6915
Zero/one-error on test set: 100.00% (0 correct, 4353 incorrect, 4353 total)
Average loss per token: 1.0000
=== END program1: ./run predict ../program0/evalTest.in ../program0/evalTest.out --- OK [15s]
=== START program4: ./run evaluate ../dataset2/test ../program0/evalTest.out
=== END program4: ./run evaluate ../dataset2/test ../program0/evalTest.out --- OK [9s]


real	30m50.350s
user	12m27.443s
sys	0m43.355s

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