ServerRun 11220
Creatorfavre
Programsvm-hmm
Datasetnlg-grec10-eng
Task typeSequenceTagging
Created6y290d ago
DownloadLogin required!
Done! Flag_green
3m41s
420M
SequenceTagging
0.806
0
0.687
0

Log file

... (lines omitted) ...
Iter 381: *(NumConst=107, SV=50, CEps=0.1654, QPEps=0.0729)
Iter 382: *(NumConst=108, SV=49, CEps=0.1623, QPEps=0.0619)
Iter 383: .........*(NumConst=109, SV=50, CEps=1.0677, QPEps=0.5126)
Iter 384: *(NumConst=109, SV=52, CEps=0.7471, QPEps=0.3693)
Iter 385: *(NumConst=110, SV=56, CEps=0.5993, QPEps=0.2945)
Iter 386: *(NumConst=110, SV=59, CEps=0.5348, QPEps=0.2283)
Iter 387: *(NumConst=110, SV=61, CEps=0.5465, QPEps=0.2648)
Iter 388: *(NumConst=110, SV=54, CEps=0.4069, QPEps=0.2026)
Iter 389: *(NumConst=111, SV=57, CEps=0.3905, QPEps=0.1889)
Iter 390: *(NumConst=111, SV=52, CEps=0.3861, QPEps=0.1807)
Iter 391: *(NumConst=111, SV=54, CEps=0.3083, QPEps=0.1539)
Iter 392: *(NumConst=112, SV=53, CEps=0.2870, QPEps=0.1126)
Iter 393: *(NumConst=111, SV=50, CEps=0.2733, QPEps=0.1097)
Iter 394: *(NumConst=110, SV=49, CEps=0.2234, QPEps=0.0969)
Iter 395: *(NumConst=108, SV=50, CEps=0.2732, QPEps=0.1116)
Iter 396: *(NumConst=108, SV=48, CEps=0.2188, QPEps=0.0836)
Iter 397: *(NumConst=108, SV=48, CEps=0.1929, QPEps=0.0943)
Iter 398: *(NumConst=109, SV=49, CEps=0.2020, QPEps=0.0825)
Iter 399: *(NumConst=110, SV=50, CEps=0.1803, QPEps=0.0790)
Iter 400: *(NumConst=110, SV=49, CEps=0.1697, QPEps=0.0633)
Iter 401: *(NumConst=111, SV=50, CEps=0.1590, QPEps=0.0667)
Iter 402: *(NumConst=110, SV=49, CEps=0.1813, QPEps=0.0494)
Iter 403: *(NumConst=111, SV=50, CEps=0.1475, QPEps=0.0736)
Iter 404: *(NumConst=110, SV=50, CEps=0.1263, QPEps=0.0593)
Iter 405: *(NumConst=109, SV=50, CEps=0.1209, QPEps=0.0583)
Iter 406: .........*(NumConst=110, SV=51, CEps=1.0391, QPEps=0.1747)
Iter 407: *(NumConst=111, SV=55, CEps=0.4644, QPEps=0.2321)
Iter 408: *(NumConst=112, SV=54, CEps=0.3101, QPEps=0.1535)
Iter 409: *(NumConst=113, SV=54, CEps=0.2901, QPEps=0.1383)
Iter 410: *(NumConst=114, SV=57, CEps=0.2155, QPEps=0.0892)
Iter 411: *(NumConst=115, SV=58, CEps=0.2357, QPEps=0.1063)
Iter 412: *(NumConst=116, SV=56, CEps=0.2245, QPEps=0.1054)
Iter 413: *(NumConst=116, SV=57, CEps=0.1583, QPEps=0.0727)
Iter 414: *(NumConst=115, SV=59, CEps=0.1786, QPEps=0.0784)
Iter 415: *(NumConst=116, SV=58, CEps=0.1716, QPEps=0.0709)
Iter 416: *(NumConst=117, SV=58, CEps=0.1672, QPEps=0.0781)
Iter 417: *(NumConst=117, SV=55, CEps=0.1415, QPEps=0.0679)
Iter 418: *(NumConst=118, SV=56, CEps=0.1637, QPEps=0.0675)
Iter 419: *(NumConst=115, SV=56, CEps=0.1344, QPEps=0.0659)
Iter 420: *(NumConst=114, SV=56, CEps=0.1267, QPEps=0.0528)
Iter 421: .........*(NumConst=114, SV=57, CEps=0.8151, QPEps=0.2267)
Iter 422: *(NumConst=113, SV=62, CEps=0.4149, QPEps=0.1677)
Iter 423: *(NumConst=113, SV=62, CEps=0.4253, QPEps=0.1811)
Iter 424: *(NumConst=114, SV=62, CEps=0.3855, QPEps=0.1743)
Iter 425: *(NumConst=113, SV=62, CEps=0.4246, QPEps=0.1750)
Iter 426: *(NumConst=112, SV=60, CEps=0.3462, QPEps=0.1504)
Iter 427: *(NumConst=111, SV=58, CEps=0.2758, QPEps=0.1163)
Iter 428: *(NumConst=112, SV=60, CEps=0.2426, QPEps=0.0848)
Iter 429: *(NumConst=113, SV=66, CEps=0.2285, QPEps=0.1138)
Iter 430: *(NumConst=113, SV=61, CEps=0.2440, QPEps=0.0875)
Iter 431: *(NumConst=114, SV=59, CEps=0.1932, QPEps=0.0915)
Iter 432: *(NumConst=115, SV=59, CEps=0.2287, QPEps=0.0965)
Iter 433: *(NumConst=115, SV=59, CEps=0.1847, QPEps=0.0894)
Iter 434: *(NumConst=114, SV=62, CEps=0.1624, QPEps=0.0718)
Iter 435: *(NumConst=115, SV=61, CEps=0.1462, QPEps=0.0704)
Iter 436: *(NumConst=115, SV=61, CEps=0.1450, QPEps=0.0668)
Iter 437: *(NumConst=114, SV=61, CEps=0.1116, QPEps=0.0453)
Iter 438: *(NumConst=113, SV=61, CEps=0.1312, QPEps=0.0556)
Iter 439: *(NumConst=111, SV=63, CEps=0.1278, QPEps=0.0535)
Iter 440: *(NumConst=111, SV=63, CEps=0.1146, QPEps=0.0537)
Iter 441: *(NumConst=111, SV=64, CEps=0.1134, QPEps=0.0496)
Iter 442: .........*(NumConst=109, SV=64, CEps=0.7987, QPEps=0.3659)
Iter 443: *(NumConst=108, SV=66, CEps=0.5086, QPEps=0.2409)
Iter 444: *(NumConst=108, SV=60, CEps=0.4547, QPEps=0.2215)
Iter 445: *(NumConst=106, SV=61, CEps=0.3389, QPEps=0.1564)
Iter 446: *(NumConst=106, SV=62, CEps=0.3236, QPEps=0.1440)
Iter 447: *(NumConst=106, SV=64, CEps=0.3825, QPEps=0.1491)
Iter 448: *(NumConst=106, SV=63, CEps=0.2734, QPEps=0.1304)
Iter 449: *(NumConst=106, SV=64, CEps=0.2791, QPEps=0.1068)
Iter 450: *(NumConst=107, SV=61, CEps=0.2458, QPEps=0.1157)
Iter 451: *(NumConst=107, SV=62, CEps=0.1811, QPEps=0.0736)
Iter 452: *(NumConst=108, SV=59, CEps=0.2400, QPEps=0.0885)
Iter 453: *(NumConst=109, SV=61, CEps=0.2167, QPEps=0.0904)
Iter 454: *(NumConst=110, SV=60, CEps=0.1781, QPEps=0.0811)
Iter 455: *(NumConst=111, SV=62, CEps=0.1537, QPEps=0.0750)
Iter 456: *(NumConst=111, SV=63, CEps=0.1806, QPEps=0.0709)
Iter 457: *(NumConst=112, SV=62, CEps=0.1441, QPEps=0.0658)
Iter 458: *(NumConst=113, SV=62, CEps=0.1293, QPEps=0.0635)
Iter 459: *(NumConst=114, SV=61, CEps=0.1371, QPEps=0.0583)
Iter 460: *(NumConst=114, SV=62, CEps=0.1248, QPEps=0.0607)
Iter 461: *(NumConst=113, SV=61, CEps=0.1436, QPEps=0.0556)
Iter 462: *(NumConst=114, SV=61, CEps=0.1072, QPEps=0.0514)
Iter 463: .........*(NumConst=115, SV=63, CEps=0.7141, QPEps=0.1983)
Iter 464: *(NumConst=116, SV=65, CEps=0.4402, QPEps=0.1960)
Iter 465: *(NumConst=117, SV=66, CEps=0.3751, QPEps=0.1705)
Iter 466: *(NumConst=116, SV=66, CEps=0.3648, QPEps=0.0966)
Iter 467: *(NumConst=116, SV=66, CEps=0.2477, QPEps=0.1211)
Iter 468: *(NumConst=117, SV=68, CEps=0.2713, QPEps=0.1215)
Iter 469: *(NumConst=118, SV=66, CEps=0.2628, QPEps=0.1195)
Iter 470: *(NumConst=119, SV=63, CEps=0.2216, QPEps=0.1090)
Iter 471: *(NumConst=120, SV=63, CEps=0.2270, QPEps=0.1033)
Iter 472: *(NumConst=120, SV=64, CEps=0.2054, QPEps=0.0812)
Iter 473: *(NumConst=120, SV=62, CEps=0.1695, QPEps=0.0829)
Iter 474: *(NumConst=119, SV=64, CEps=0.1499, QPEps=0.0749)
Iter 475: *(NumConst=118, SV=64, CEps=0.1827, QPEps=0.0732)
Iter 476: *(NumConst=117, SV=64, CEps=0.1191, QPEps=0.0492)
Iter 477: *(NumConst=118, SV=65, CEps=0.1334, QPEps=0.0529)
Iter 478: *(NumConst=119, SV=67, CEps=0.1216, QPEps=0.0594)
Iter 479: *(NumConst=118, SV=64, CEps=0.1079, QPEps=0.0536)
Iter 480: *(NumConst=119, SV=65, CEps=0.1090, QPEps=0.0531)
Iter 481: *(NumConst=120, SV=65, CEps=0.1016, QPEps=0.0478)
Iter 482: *(NumConst=121, SV=65, CEps=0.1087, QPEps=0.0507)
Iter 483: .........*(NumConst=122, SV=69, CEps=0.5875, QPEps=0.2451)
Iter 484: *(NumConst=122, SV=73, CEps=0.3498, QPEps=0.1645)
Iter 485: *(NumConst=122, SV=73, CEps=0.3123, QPEps=0.1538)
Iter 486: *(NumConst=121, SV=75, CEps=0.2878, QPEps=0.1241)
Iter 487: *(NumConst=122, SV=74, CEps=0.2640, QPEps=0.1121)
Iter 488: *(NumConst=123, SV=74, CEps=0.2650, QPEps=0.1256)
Iter 489: *(NumConst=124, SV=73, CEps=0.2102, QPEps=0.0847)
Iter 490: *(NumConst=125, SV=73, CEps=0.1995, QPEps=0.0911)
Iter 491: *(NumConst=125, SV=70, CEps=0.1782, QPEps=0.0822)
Iter 492: *(NumConst=125, SV=71, CEps=0.2013, QPEps=0.0874)
Iter 493: *(NumConst=123, SV=70, CEps=0.1572, QPEps=0.0680)
Iter 494: *(NumConst=124, SV=70, CEps=0.1765, QPEps=0.0728)
Iter 495: *(NumConst=125, SV=72, CEps=0.1401, QPEps=0.0700)
Iter 496: *(NumConst=126, SV=69, CEps=0.1712, QPEps=0.0675)
Iter 497: *(NumConst=127, SV=72, CEps=0.1112, QPEps=0.0542)
Iter 498: *(NumConst=128, SV=70, CEps=0.1122, QPEps=0.0540)
Iter 499: *(NumConst=127, SV=71, CEps=0.1037, QPEps=0.0496)
Iter 500: *(NumConst=126, SV=71, CEps=0.1070, QPEps=0.0453)
Iter 501: *(NumConst=126, SV=71, CEps=0.1057, QPEps=0.0489)
Iter 502: .........*(NumConst=127, SV=75, CEps=0.5639, QPEps=0.2221)
Iter 503: *(NumConst=126, SV=76, CEps=0.4231, QPEps=0.2026)
Iter 504: *(NumConst=127, SV=74, CEps=0.3700, QPEps=0.1478)
Iter 505: *(NumConst=128, SV=77, CEps=0.3173, QPEps=0.1279)
Iter 506: *(NumConst=128, SV=73, CEps=0.2565, QPEps=0.0993)
Iter 507: *(NumConst=128, SV=71, CEps=0.2139, QPEps=0.1035)
Iter 508: *(NumConst=129, SV=71, CEps=0.1978, QPEps=0.0899)
Iter 509: *(NumConst=129, SV=72, CEps=0.1748, QPEps=0.0867)
Iter 510: *(NumConst=128, SV=72, CEps=0.1649, QPEps=0.0813)
Iter 511: *(NumConst=128, SV=70, CEps=0.1872, QPEps=0.0791)
Iter 512: *(NumConst=129, SV=71, CEps=0.1259, QPEps=0.0599)
Iter 513: *(NumConst=130, SV=74, CEps=0.1586, QPEps=0.0623)
Iter 514: *(NumConst=129, SV=72, CEps=0.1249, QPEps=0.0603)
Iter 515: *(NumConst=129, SV=74, CEps=0.1235, QPEps=0.0594)
Iter 516: *(NumConst=127, SV=75, CEps=0.1089, QPEps=0.0528)
Iter 517: .........*(NumConst=127, SV=76, CEps=0.5404, QPEps=0.2434)
Iter 518: *(NumConst=127, SV=82, CEps=0.3398, QPEps=0.1461)
Iter 519: *(NumConst=125, SV=84, CEps=0.2499, QPEps=0.1203)
Iter 520: *(NumConst=126, SV=84, CEps=0.2366, QPEps=0.1077)
Iter 521: *(NumConst=125, SV=84, CEps=0.2155, QPEps=0.0989)
Iter 522: *(NumConst=124, SV=79, CEps=0.1794, QPEps=0.0878)
Iter 523: *(NumConst=125, SV=77, CEps=0.1838, QPEps=0.0616)
Iter 524: *(NumConst=125, SV=79, CEps=0.1733, QPEps=0.0725)
Iter 525: *(NumConst=126, SV=77, CEps=0.1300, QPEps=0.0623)
Iter 526: *(NumConst=127, SV=74, CEps=0.1365, QPEps=0.0615)
Iter 527: *(NumConst=128, SV=76, CEps=0.1574, QPEps=0.0635)
Iter 528: *(NumConst=128, SV=74, CEps=0.1121, QPEps=0.0529)
Iter 529: *(NumConst=129, SV=76, CEps=0.1204, QPEps=0.0501)
Iter 530: .........*(NumConst=130, SV=77, CEps=0.4790, QPEps=0.1301)
Iter 531: *(NumConst=131, SV=82, CEps=0.2151, QPEps=0.1023)
Iter 532: *(NumConst=132, SV=80, CEps=0.2639, QPEps=0.1037)
Iter 533: *(NumConst=133, SV=80, CEps=0.2154, QPEps=0.0902)
Iter 534: *(NumConst=132, SV=81, CEps=0.2146, QPEps=0.0995)
Iter 535: *(NumConst=133, SV=82, CEps=0.1690, QPEps=0.0731)
Iter 536: *(NumConst=134, SV=81, CEps=0.1681, QPEps=0.0799)
Iter 537: *(NumConst=133, SV=81, CEps=0.1471, QPEps=0.0726)
Iter 538: *(NumConst=133, SV=83, CEps=0.1335, QPEps=0.0621)
Iter 539: *(NumConst=132, SV=82, CEps=0.1344, QPEps=0.0598)
Iter 540: *(NumConst=133, SV=82, CEps=0.1058, QPEps=0.0485)
Iter 541: *(NumConst=134, SV=80, CEps=0.1115, QPEps=0.0526)
Iter 542: .........*(NumConst=134, SV=83, CEps=0.4005, QPEps=0.1743)
Iter 543: *(NumConst=135, SV=84, CEps=0.2832, QPEps=0.1348)
Iter 544: *(NumConst=136, SV=82, CEps=0.3239, QPEps=0.1372)
Iter 545: *(NumConst=136, SV=81, CEps=0.2708, QPEps=0.1298)
Iter 546: *(NumConst=137, SV=85, CEps=0.2133, QPEps=0.0748)
Iter 547: *(NumConst=137, SV=85, CEps=0.2282, QPEps=0.0928)
Iter 548: *(NumConst=137, SV=84, CEps=0.1794, QPEps=0.0877)
Iter 549: *(NumConst=137, SV=83, CEps=0.1648, QPEps=0.0800)
Iter 550: *(NumConst=138, SV=81, CEps=0.1889, QPEps=0.0796)
Iter 551: *(NumConst=139, SV=82, CEps=0.1596, QPEps=0.0776)
Iter 552: *(NumConst=140, SV=80, CEps=0.1127, QPEps=0.0535)
Iter 553: *(NumConst=141, SV=79, CEps=0.1291, QPEps=0.0546)
Iter 554: *(NumConst=139, SV=75, CEps=0.1155, QPEps=0.0526)
Iter 555: .........*(NumConst=138, SV=77, CEps=0.4532, QPEps=0.1896)
Iter 556: *(NumConst=138, SV=77, CEps=0.2578, QPEps=0.1181)
Iter 557: *(NumConst=138, SV=78, CEps=0.1900, QPEps=0.0890)
Iter 558: *(NumConst=138, SV=78, CEps=0.1682, QPEps=0.0836)
Iter 559: *(NumConst=138, SV=79, CEps=0.1792, QPEps=0.0763)
Iter 560: *(NumConst=138, SV=80, CEps=0.1547, QPEps=0.0625)
Iter 561: *(NumConst=138, SV=79, CEps=0.1158, QPEps=0.0575)
Iter 562: *(NumConst=139, SV=76, CEps=0.1337, QPEps=0.0456)
Iter 563: .........*(NumConst=140, SV=77, CEps=0.4179, QPEps=0.1136)
Iter 564: *(NumConst=141, SV=81, CEps=0.2412, QPEps=0.1088)
Iter 565: *(NumConst=142, SV=81, CEps=0.2382, QPEps=0.1186)
Iter 566: *(NumConst=143, SV=82, CEps=0.1871, QPEps=0.0926)
Iter 567: *(NumConst=144, SV=82, CEps=0.1742, QPEps=0.0773)
Iter 568: *(NumConst=144, SV=83, CEps=0.1588, QPEps=0.0719)
Iter 569: *(NumConst=145, SV=84, CEps=0.1420, QPEps=0.0666)
Iter 570: *(NumConst=143, SV=84, CEps=0.1160, QPEps=0.0564)
Iter 571: *(NumConst=142, SV=81, CEps=0.1045, QPEps=0.0447)
Iter 572: .........*(NumConst=142, SV=81, CEps=0.4076, QPEps=0.1544)
Iter 573: *(NumConst=143, SV=84, CEps=0.2969, QPEps=0.1042)
Iter 574: *(NumConst=141, SV=82, CEps=0.1748, QPEps=0.0843)
Iter 575: *(NumConst=141, SV=84, CEps=0.1580, QPEps=0.0542)
Iter 576: *(NumConst=142, SV=81, CEps=0.1653, QPEps=0.0778)
Iter 577: *(NumConst=143, SV=84, CEps=0.1452, QPEps=0.0647)
Iter 578: *(NumConst=144, SV=84, CEps=0.1509, QPEps=0.0680)
Iter 579: *(NumConst=145, SV=81, CEps=0.1291, QPEps=0.0548)
Iter 580: *(NumConst=146, SV=83, CEps=0.1018, QPEps=0.0493)
Iter 581: .........*(NumConst=147, SV=84, CEps=0.3924, QPEps=0.1814)
Iter 582: *(NumConst=147, SV=87, CEps=0.2529, QPEps=0.1043)
Iter 583: *(NumConst=148, SV=89, CEps=0.1823, QPEps=0.0899)
Iter 584: *(NumConst=149, SV=88, CEps=0.1563, QPEps=0.0778)
Iter 585: *(NumConst=150, SV=87, CEps=0.1538, QPEps=0.0683)
Iter 586: *(NumConst=150, SV=86, CEps=0.1253, QPEps=0.0622)
Iter 587: *(NumConst=150, SV=85, CEps=0.1170, QPEps=0.0581)
Iter 588: .........*(NumConst=150, SV=86, CEps=0.3347, QPEps=0.1363)
Iter 589: *(NumConst=149, SV=90, CEps=0.2348, QPEps=0.1160)
Iter 590: *(NumConst=148, SV=91, CEps=0.1506, QPEps=0.0749)
Iter 591: *(NumConst=149, SV=90, CEps=0.1394, QPEps=0.0688)
Iter 592: *(NumConst=149, SV=89, CEps=0.1508, QPEps=0.0633)
Iter 593: *(NumConst=149, SV=89, CEps=0.1528, QPEps=0.0659)
Iter 594: *(NumConst=149, SV=89, CEps=0.1345, QPEps=0.0634)
Iter 595: .........*(NumConst=149, SV=88, CEps=0.3205, QPEps=0.1285)
Iter 596: *(NumConst=150, SV=88, CEps=0.1943, QPEps=0.0943)
Iter 597: *(NumConst=149, SV=90, CEps=0.1837, QPEps=0.0808)
Iter 598: *(NumConst=146, SV=89, CEps=0.1763, QPEps=0.0858)
Iter 599: *(NumConst=144, SV=90, CEps=0.1632, QPEps=0.0769)
Iter 600: *(NumConst=144, SV=92, CEps=0.1434, QPEps=0.0670)
Iter 601: *(NumConst=142, SV=88, CEps=0.1219, QPEps=0.0587)
Iter 602: *(NumConst=142, SV=90, CEps=0.1294, QPEps=0.0609)
Iter 603: *(NumConst=142, SV=89, CEps=0.1108, QPEps=0.0554)
Iter 604: *(NumConst=143, SV=89, CEps=0.1134, QPEps=0.0482)
Iter 605: .........*(NumConst=144, SV=90, CEps=0.3399, QPEps=0.1578)
Iter 606: *(NumConst=145, SV=92, CEps=0.1673, QPEps=0.0819)
Iter 607: *(NumConst=144, SV=95, CEps=0.1448, QPEps=0.0611)
Iter 608: *(NumConst=143, SV=93, CEps=0.1317, QPEps=0.0600)
Iter 609: *(NumConst=144, SV=94, CEps=0.1150, QPEps=0.0557)
Iter 610: *(NumConst=143, SV=92, CEps=0.1165, QPEps=0.0541)
Iter 611: .........*(NumConst=143, SV=95, CEps=0.2828, QPEps=0.1281)
Iter 612: *(NumConst=144, SV=95, CEps=0.1862, QPEps=0.0898)
Iter 613: *(NumConst=145, SV=93, CEps=0.1634, QPEps=0.0804)
Iter 614: *(NumConst=145, SV=96, CEps=0.1515, QPEps=0.0743)
Iter 615: *(NumConst=144, SV=94, CEps=0.1377, QPEps=0.0675)
Iter 616: *(NumConst=143, SV=91, CEps=0.1178, QPEps=0.0586)
Iter 617: *(NumConst=144, SV=91, CEps=0.1110, QPEps=0.0516)
Iter 618: .........*(NumConst=145, SV=95, CEps=0.2883, QPEps=0.1320)
Iter 619: *(NumConst=145, SV=97, CEps=0.1720, QPEps=0.0830)
Iter 620: *(NumConst=144, SV=97, CEps=0.1614, QPEps=0.0797)
Iter 621: *(NumConst=145, SV=96, CEps=0.1307, QPEps=0.0636)
Iter 622: *(NumConst=146, SV=93, CEps=0.1249, QPEps=0.0621)
Iter 623: *(NumConst=144, SV=96, CEps=0.1096, QPEps=0.0513)
Iter 624: .........*(NumConst=145, SV=97, CEps=0.2702, QPEps=0.1313)
Iter 625: *(NumConst=146, SV=94, CEps=0.1834, QPEps=0.0859)
Iter 626: *(NumConst=147, SV=95, CEps=0.1819, QPEps=0.0906)
Iter 627: *(NumConst=148, SV=94, CEps=0.1701, QPEps=0.0820)
Iter 628: *(NumConst=148, SV=92, CEps=0.1328, QPEps=0.0657)
Iter 629: *(NumConst=149, SV=94, CEps=0.1186, QPEps=0.0591)
Iter 630: *(NumConst=150, SV=91, CEps=0.1056, QPEps=0.0506)
Iter 631: .........*(NumConst=151, SV=96, CEps=0.2613, QPEps=0.1279)
Iter 632: *(NumConst=149, SV=95, CEps=0.1725, QPEps=0.0842)
Iter 633: *(NumConst=147, SV=93, CEps=0.1448, QPEps=0.0576)
Iter 634: *(NumConst=147, SV=93, CEps=0.1311, QPEps=0.0605)
Iter 635: *(NumConst=147, SV=95, CEps=0.1053, QPEps=0.0496)
Iter 636: *(NumConst=148, SV=93, CEps=0.1029, QPEps=0.0512)
Iter 637: *(NumConst=149, SV=92, CEps=0.1007, QPEps=0.0494)
Iter 638: .........*(NumConst=150, SV=93, CEps=0.2507, QPEps=0.1205)
Iter 639: *(NumConst=151, SV=92, CEps=0.1729, QPEps=0.0733)
Iter 640: *(NumConst=150, SV=93, CEps=0.1508, QPEps=0.0722)
Iter 641: *(NumConst=150, SV=92, CEps=0.1362, QPEps=0.0673)
Iter 642: *(NumConst=150, SV=92, CEps=0.1160, QPEps=0.0563)
Iter 643: *(NumConst=150, SV=93, CEps=0.1005, QPEps=0.0493)
Iter 644: .........*(NumConst=150, SV=96, CEps=0.2421, QPEps=0.1085)
Iter 645: *(NumConst=150, SV=97, CEps=0.1601, QPEps=0.0740)
Iter 646: *(NumConst=150, SV=95, CEps=0.1324, QPEps=0.0635)
Iter 647: *(NumConst=150, SV=96, CEps=0.1220, QPEps=0.0609)
Iter 648: .........*(NumConst=150, SV=97, CEps=0.2489, QPEps=0.1061)
Iter 649: *(NumConst=150, SV=96, CEps=0.1390, QPEps=0.0657)
Iter 650: *(NumConst=151, SV=96, CEps=0.1386, QPEps=0.0673)
Iter 651: *(NumConst=151, SV=95, CEps=0.1083, QPEps=0.0540)
Iter 652: .........*(NumConst=151, SV=97, CEps=0.2210, QPEps=0.1082)
Iter 653: *(NumConst=151, SV=92, CEps=0.1329, QPEps=0.0633)
Iter 654: *(NumConst=152, SV=94, CEps=0.1098, QPEps=0.0475)
Iter 655: *(NumConst=153, SV=92, CEps=0.1240, QPEps=0.0441)
Iter 656: .........*(NumConst=154, SV=93, CEps=0.2241, QPEps=0.0945)
Iter 657: *(NumConst=155, SV=93, CEps=0.1521, QPEps=0.0726)
Iter 658: *(NumConst=155, SV=96, CEps=0.1218, QPEps=0.0560)
Iter 659: *(NumConst=154, SV=97, CEps=0.1106, QPEps=0.0532)
Iter 660: *(NumConst=155, SV=95, CEps=0.1214, QPEps=0.0529)
Iter 661: .........*(NumConst=155, SV=97, CEps=0.2144, QPEps=0.1058)
Iter 662: *(NumConst=155, SV=94, CEps=0.1298, QPEps=0.0601)
Iter 663: *(NumConst=155, SV=95, CEps=0.1265, QPEps=0.0627)
Iter 664: *(NumConst=156, SV=96, CEps=0.1188, QPEps=0.0541)
Iter 665: .........*(NumConst=154, SV=96, CEps=0.2173, QPEps=0.0883)
Iter 666: *(NumConst=155, SV=95, CEps=0.1504, QPEps=0.0747)
Iter 667: *(NumConst=156, SV=95, CEps=0.1297, QPEps=0.0648)
Iter 668: *(NumConst=157, SV=97, CEps=0.1058, QPEps=0.0510)
Iter 669: .........*(NumConst=158, SV=98, CEps=0.1927, QPEps=0.0931)
Iter 670: *(NumConst=156, SV=97, CEps=0.1216, QPEps=0.0596)
Iter 671: *(NumConst=156, SV=96, CEps=0.1284, QPEps=0.0554)
Iter 672: *(NumConst=156, SV=97, CEps=0.1148, QPEps=0.0483)
Iter 673: *(NumConst=157, SV=98, CEps=0.1147, QPEps=0.0543)
Iter 674: .........*(NumConst=157, SV=98, CEps=0.1936, QPEps=0.0706)
Iter 675: *(NumConst=157, SV=99, CEps=0.1116, QPEps=0.0514)
Iter 676: .........*(NumConst=157, SV=100, CEps=0.1844, QPEps=0.0678)
Iter 677: *(NumConst=158, SV=101, CEps=0.1194, QPEps=0.0591)
Iter 678: *(NumConst=159, SV=99, CEps=0.1113, QPEps=0.0537)
Iter 679: *(NumConst=158, SV=101, CEps=0.1067, QPEps=0.0527)
Iter 680: *(NumConst=159, SV=102, CEps=0.1033, QPEps=0.0469)
Iter 681: .........*(NumConst=159, SV=102, CEps=0.1646, QPEps=0.0726)
Iter 682: *(NumConst=157, SV=103, CEps=0.1425, QPEps=0.0695)
Iter 683: .........*(NumConst=156, SV=103, CEps=0.1723, QPEps=0.0821)
Iter 684: *(NumConst=156, SV=105, CEps=0.1013, QPEps=0.0501)
Iter 685: .........*(NumConst=153, SV=106, CEps=0.1837, QPEps=0.0812)
Iter 686: *(NumConst=154, SV=103, CEps=0.1078, QPEps=0.0472)
Iter 687: .........*(NumConst=154, SV=104, CEps=0.1649, QPEps=0.0798)
Iter 688: *(NumConst=153, SV=106, CEps=0.1010, QPEps=0.0467)
Iter 689: .........*(NumConst=153, SV=107, CEps=0.1769, QPEps=0.0728)
Iter 690: *(NumConst=152, SV=105, CEps=0.1045, QPEps=0.0399)
Iter 691: .........*(NumConst=151, SV=105, CEps=0.1620, QPEps=0.0805)
Iter 692: *(NumConst=152, SV=107, CEps=0.1044, QPEps=0.0483)
Iter 693: .........*(NumConst=153, SV=107, CEps=0.1747, QPEps=0.0808)
Iter 694: .........*(NumConst=154, SV=109, CEps=0.1320, QPEps=0.0636)
Iter 695: .........*(NumConst=153, SV=108, CEps=0.1501, QPEps=0.0611)
Iter 696: .........*(NumConst=153, SV=110, CEps=0.1466, QPEps=0.0648)
Iter 697: .........*(NumConst=154, SV=109, CEps=0.1431, QPEps=0.0651)
Iter 698: .........*(NumConst=152, SV=106, CEps=0.1348, QPEps=0.0574)
Iter 699: .........*(NumConst=153, SV=104, CEps=0.1627, QPEps=0.0564)
Iter 700: .........*(NumConst=153, SV=105, CEps=0.1219, QPEps=0.0577)
Iter 701: .........*(NumConst=154, SV=105, CEps=0.1322, QPEps=0.0595)
Iter 702: .........*(NumConst=152, SV=103, CEps=0.1384, QPEps=0.0568)
Iter 703: .........*(NumConst=151, SV=105, CEps=0.1347, QPEps=0.0605)
Iter 704: .........*(NumConst=151, SV=106, CEps=0.1286, QPEps=0.0575)
Iter 705: .........*(NumConst=152, SV=107, CEps=0.1265, QPEps=0.0609)
Iter 706: .........*(NumConst=153, SV=109, CEps=0.1317, QPEps=0.0562)
Iter 707: .........*(NumConst=154, SV=109, CEps=0.1217, QPEps=0.0605)
Iter 708: .........*(NumConst=152, SV=110, CEps=0.1496, QPEps=0.0571)
Iter 709: .........*(NumConst=150, SV=111, CEps=0.1173, QPEps=0.0549)
Iter 710: .........*(NumConst=151, SV=110, CEps=0.1171, QPEps=0.0537)
Iter 711: .........*(NumConst=150, SV=107, CEps=0.1618, QPEps=0.0572)
Iter 712: .........*(NumConst=150, SV=107, CEps=0.1262, QPEps=0.0513)
Iter 713: .........*(NumConst=150, SV=107, CEps=0.1446, QPEps=0.0579)
Iter 714: .........*(NumConst=151, SV=109, CEps=0.1543, QPEps=0.0545)
Iter 715: .........*(NumConst=149, SV=107, CEps=0.1323, QPEps=0.0472)
Iter 716: .........*(NumConst=149, SV=107, CEps=0.1154, QPEps=0.0576)
Iter 717: .........*(NumConst=150, SV=108, CEps=0.1370, QPEps=0.0523)
Iter 718: .........*(NumConst=151, SV=108, CEps=0.1224, QPEps=0.0529)
Iter 719: .........*(NumConst=150, SV=106, CEps=0.1016, QPEps=0.0474)
Iter 720: .........*(NumConst=149, SV=102, CEps=0.1125, QPEps=0.0506)
Iter 721: .........*(NumConst=149, SV=104, CEps=0.1086, QPEps=0.0479)
Iter 722: .........*(NumConst=150, SV=103, CEps=0.1080, QPEps=0.0491)
Iter 723: .........*(NumConst=151, SV=103, CEps=0.1098, QPEps=0.0496)
Iter 724: .........*(NumConst=152, SV=103, CEps=0.1168, QPEps=0.0505)
Iter 725: .........(NumConst=152, SV=103, CEps=0.0989, QPEps=0.0505)
Final epsilon on KKT-Conditions: 0.09886
Upper bound on duality gap: 7.82747
Dual objective value: dval=444.28238
Primal objective value: pval=452.10985
Total number of constraints in final working set: 152 (of 724)
Number of iterations: 725
Number of calls to 'find_most_violated_constraint': 94653
Number of SV: 103 
Norm of weight vector: |w|=11.68475
Value of slack variable (on working set): xi=4.42705
Value of slack variable (global): xi=4.48992
Norm of longest difference vector: ||Psi(x,y)-Psi(x,ybar)||=4.92163
Runtime in cpu-seconds: 70.25
Final number of constraints in cache: 4045
Viterbi timing: CreateTransEmitMatrix=340.000000 Viterbi=381.000000
Compacting linear model...done
Writing learned model...done
=== END program1: ./run learn ../dataset2/train --- OK [198s]

===== 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 [0s]
=== START program1: ./run predict ../program0/evalTrain.in ../program0/evalTrain.out
read 40 templates from "template"
Reading model...done.
Reading test examples... 809 examples, 8549 tokens, 85341 features, 30 classes... done.
Classifying test examples...done
Runtime (without IO) in cpu-seconds: 0.05
Average loss on test set: 10.5674
Zero/one-error on test set: 100.00% (0 correct, 809 incorrect, 809 total)
Average loss per token: 1.0000
=== END program1: ./run predict ../program0/evalTrain.in ../program0/evalTrain.out --- OK [5s]
=== START program4: ./run evaluate ../dataset2/train ../program0/evalTrain.out
=== END program4: ./run evaluate ../dataset2/train ../program0/evalTrain.out --- OK [1s]

===== 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 40 templates from "template"
Reading model...done.
Reading test examples... 91 examples, 938 tokens, 85341 features, 30 classes... done.
Classifying test examples...done
Runtime (without IO) in cpu-seconds: 0.01
Average loss on test set: 10.3077
Zero/one-error on test set: 100.00% (0 correct, 91 incorrect, 91 total)
Average loss per token: 1.0000
=== END program1: ./run predict ../program0/evalTest.in ../program0/evalTest.out --- OK [2s]
=== START program4: ./run evaluate ../dataset2/test ../program0/evalTest.out
=== END program4: ./run evaluate ../dataset2/test ../program0/evalTest.out --- OK [0s]


real	3m45.818s
user	1m1.312s
sys	0m19.553s

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