ServerRun 11215
Creatorfavre
Programsvm-hmm
Datasetner-conll2003-deu
Task typeSequenceTagging
Created6y288d ago
Done! Flag_green
4m41s
420M
SequenceTagging
0.968
0.709
0.946
0.548

Log file

... (lines omitted) ...
Iter 136: *(NumConst=78, SV=25, CEps=0.5452, QPEps=0.2517)
Iter 137: *(NumConst=79, SV=24, CEps=0.6617, QPEps=0.1927)
Iter 138: *(NumConst=79, SV=23, CEps=0.5051, QPEps=0.2381)
Iter 139: *(NumConst=80, SV=23, CEps=0.6648, QPEps=0.1743)
Iter 140: *(NumConst=81, SV=26, CEps=0.5664, QPEps=0.2037)
Iter 141: *(NumConst=82, SV=24, CEps=0.7050, QPEps=0.1832)
Iter 142: *(NumConst=82, SV=26, CEps=0.5694, QPEps=0.1560)
Iter 143: *(NumConst=83, SV=27, CEps=0.5151, QPEps=0.2503)
Iter 144: *(NumConst=84, SV=26, CEps=0.5138, QPEps=0.2450)
Iter 145: *(NumConst=85, SV=24, CEps=0.4714, QPEps=0.2300)
Iter 146: *(NumConst=85, SV=27, CEps=0.6213, QPEps=0.1827)
Iter 147: *(NumConst=85, SV=25, CEps=0.3009, QPEps=0.1368)
Iter 148: *(NumConst=82, SV=25, CEps=0.5027, QPEps=0.1347)
Iter 149: *(NumConst=83, SV=27, CEps=0.4889, QPEps=0.1410)
Iter 150: *(NumConst=82, SV=26, CEps=0.3142, QPEps=0.1286)
Iter 151: *(NumConst=82, SV=23, CEps=0.3207, QPEps=0.0862)
Iter 152: *(NumConst=81, SV=23, CEps=0.3797, QPEps=0.1434)
Iter 153: *(NumConst=80, SV=22, CEps=0.2521, QPEps=0.1103)
Iter 154: *(NumConst=81, SV=27, CEps=0.2589, QPEps=0.1100)
Iter 155: *(NumConst=80, SV=25, CEps=0.4442, QPEps=0.1241)
Iter 156: *(NumConst=80, SV=22, CEps=0.3526, QPEps=0.1065)
Iter 157: *(NumConst=79, SV=22, CEps=0.3436, QPEps=0.1023)
Iter 158: *(NumConst=76, SV=25, CEps=0.2630, QPEps=0.1118)
Iter 159: *(NumConst=74, SV=21, CEps=0.2343, QPEps=0.1143)
Iter 160: .........*(NumConst=73, SV=22, CEps=1.4075, QPEps=0.3019)
Iter 161: *(NumConst=74, SV=26, CEps=0.6083, QPEps=0.2691)
Iter 162: *(NumConst=75, SV=25, CEps=0.5075, QPEps=0.2446)
Iter 163: *(NumConst=76, SV=26, CEps=0.5143, QPEps=0.2440)
Iter 164: *(NumConst=74, SV=26, CEps=0.4783, QPEps=0.2115)
Iter 165: *(NumConst=73, SV=22, CEps=0.4416, QPEps=0.1856)
Iter 166: *(NumConst=74, SV=23, CEps=0.7443, QPEps=0.2197)
Iter 167: *(NumConst=75, SV=25, CEps=0.5676, QPEps=0.1777)
Iter 168: *(NumConst=75, SV=24, CEps=0.5766, QPEps=0.2058)
Iter 169: *(NumConst=76, SV=26, CEps=0.4651, QPEps=0.2183)
Iter 170: *(NumConst=76, SV=24, CEps=0.5728, QPEps=0.1555)
Iter 171: *(NumConst=77, SV=24, CEps=0.4484, QPEps=0.1611)
Iter 172: *(NumConst=78, SV=24, CEps=0.3917, QPEps=0.1468)
Iter 173: *(NumConst=79, SV=24, CEps=0.4607, QPEps=0.1929)
Iter 174: *(NumConst=79, SV=24, CEps=0.4038, QPEps=0.1531)
Iter 175: *(NumConst=80, SV=28, CEps=0.3433, QPEps=0.1283)
Iter 176: *(NumConst=81, SV=23, CEps=0.5108, QPEps=0.1602)
Iter 177: *(NumConst=82, SV=26, CEps=0.3179, QPEps=0.1490)
Iter 178: *(NumConst=82, SV=23, CEps=0.6736, QPEps=0.1291)
Iter 179: *(NumConst=82, SV=24, CEps=0.6494, QPEps=0.1458)
Iter 180: *(NumConst=83, SV=26, CEps=0.4867, QPEps=0.1056)
Iter 181: *(NumConst=83, SV=26, CEps=0.4769, QPEps=0.1552)
Iter 182: *(NumConst=81, SV=26, CEps=0.5441, QPEps=0.1518)
Iter 183: *(NumConst=81, SV=25, CEps=0.3546, QPEps=0.1326)
Iter 184: *(NumConst=80, SV=25, CEps=0.4658, QPEps=0.1461)
Iter 185: *(NumConst=80, SV=25, CEps=0.3128, QPEps=0.1523)
Iter 186: *(NumConst=80, SV=26, CEps=0.3932, QPEps=0.1093)
Iter 187: *(NumConst=80, SV=24, CEps=0.4538, QPEps=0.1497)
Iter 188: *(NumConst=81, SV=26, CEps=0.3336, QPEps=0.1211)
Iter 189: *(NumConst=81, SV=27, CEps=0.3303, QPEps=0.1483)
Iter 190: *(NumConst=79, SV=26, CEps=0.3713, QPEps=0.1306)
Iter 191: *(NumConst=80, SV=27, CEps=0.3100, QPEps=0.1498)
Iter 192: *(NumConst=81, SV=24, CEps=0.2269, QPEps=0.1047)
Iter 193: *(NumConst=79, SV=26, CEps=0.2889, QPEps=0.1062)
Iter 194: *(NumConst=78, SV=25, CEps=0.2192, QPEps=0.0947)
Iter 195: *(NumConst=79, SV=25, CEps=0.2617, QPEps=0.1084)
Iter 196: *(NumConst=80, SV=27, CEps=0.3107, QPEps=0.1094)
Iter 197: *(NumConst=81, SV=25, CEps=0.2585, QPEps=0.1051)
Iter 198: *(NumConst=82, SV=27, CEps=0.2415, QPEps=0.1079)
Iter 199: *(NumConst=83, SV=26, CEps=0.2162, QPEps=0.1066)
Iter 200: *(NumConst=81, SV=25, CEps=0.1615, QPEps=0.0592)
Iter 201: *(NumConst=81, SV=25, CEps=0.1455, QPEps=0.0726)
Iter 202: *(NumConst=82, SV=27, CEps=0.1780, QPEps=0.0621)
Iter 203: .........*(NumConst=83, SV=28, CEps=1.0906, QPEps=0.3878)
Iter 204: *(NumConst=81, SV=28, CEps=0.4713, QPEps=0.1643)
Iter 205: *(NumConst=81, SV=28, CEps=0.3920, QPEps=0.1918)
Iter 206: *(NumConst=82, SV=30, CEps=0.4298, QPEps=0.1769)
Iter 207: *(NumConst=82, SV=29, CEps=0.3074, QPEps=0.1505)
Iter 208: *(NumConst=82, SV=29, CEps=0.3403, QPEps=0.1293)
Iter 209: *(NumConst=83, SV=28, CEps=0.3800, QPEps=0.1398)
Iter 210: *(NumConst=83, SV=27, CEps=0.2792, QPEps=0.1333)
Iter 211: *(NumConst=83, SV=26, CEps=0.2411, QPEps=0.1164)
Iter 212: *(NumConst=83, SV=28, CEps=0.3564, QPEps=0.1180)
Iter 213: *(NumConst=82, SV=26, CEps=0.2704, QPEps=0.1160)
Iter 214: *(NumConst=80, SV=30, CEps=0.4256, QPEps=0.1039)
Iter 215: *(NumConst=81, SV=25, CEps=0.4198, QPEps=0.1016)
Iter 216: *(NumConst=82, SV=26, CEps=0.3073, QPEps=0.1168)
Iter 217: *(NumConst=80, SV=24, CEps=0.3561, QPEps=0.1167)
Iter 218: *(NumConst=80, SV=25, CEps=0.2520, QPEps=0.0905)
Iter 219: *(NumConst=79, SV=26, CEps=0.4466, QPEps=0.1154)
Iter 220: *(NumConst=79, SV=24, CEps=0.2667, QPEps=0.1180)
Iter 221: *(NumConst=79, SV=23, CEps=0.3782, QPEps=0.0987)
Iter 222: *(NumConst=80, SV=25, CEps=0.3080, QPEps=0.1061)
Iter 223: *(NumConst=81, SV=25, CEps=0.1919, QPEps=0.0833)
Iter 224: *(NumConst=81, SV=25, CEps=0.2571, QPEps=0.0879)
Iter 225: *(NumConst=78, SV=26, CEps=0.2473, QPEps=0.0830)
Iter 226: *(NumConst=78, SV=27, CEps=0.2895, QPEps=0.0957)
Iter 227: *(NumConst=76, SV=24, CEps=0.2670, QPEps=0.0941)
Iter 228: *(NumConst=77, SV=25, CEps=0.2257, QPEps=0.0775)
Iter 229: *(NumConst=78, SV=25, CEps=0.1860, QPEps=0.0851)
Iter 230: *(NumConst=78, SV=27, CEps=0.1754, QPEps=0.0710)
Iter 231: *(NumConst=78, SV=27, CEps=0.2388, QPEps=0.0772)
Iter 232: *(NumConst=79, SV=24, CEps=0.1896, QPEps=0.0784)
Iter 233: *(NumConst=80, SV=23, CEps=0.1466, QPEps=0.0648)
Iter 234: *(NumConst=80, SV=25, CEps=0.1958, QPEps=0.0715)
Iter 235: *(NumConst=80, SV=26, CEps=0.1699, QPEps=0.0714)
Iter 236: *(NumConst=79, SV=26, CEps=0.2508, QPEps=0.0640)
Iter 237: *(NumConst=80, SV=26, CEps=0.1658, QPEps=0.0726)
Iter 238: *(NumConst=81, SV=26, CEps=0.1694, QPEps=0.0552)
Iter 239: *(NumConst=81, SV=25, CEps=0.1741, QPEps=0.0709)
Iter 240: *(NumConst=81, SV=26, CEps=0.1935, QPEps=0.0507)
Iter 241: *(NumConst=79, SV=31, CEps=0.1110, QPEps=0.0520)
Iter 242: *(NumConst=80, SV=28, CEps=0.2685, QPEps=0.0459)
Iter 243: *(NumConst=81, SV=30, CEps=0.1624, QPEps=0.0521)
Iter 244: *(NumConst=82, SV=28, CEps=0.2292, QPEps=0.0416)
Iter 245: *(NumConst=82, SV=25, CEps=0.1863, QPEps=0.0545)
Iter 246: *(NumConst=82, SV=28, CEps=0.1752, QPEps=0.0508)
Iter 247: *(NumConst=83, SV=29, CEps=0.1439, QPEps=0.0512)
Iter 248: *(NumConst=84, SV=28, CEps=0.1259, QPEps=0.0522)
Iter 249: .........*(NumConst=84, SV=29, CEps=0.6067, QPEps=0.1371)
Iter 250: *(NumConst=85, SV=34, CEps=0.4649, QPEps=0.2303)
Iter 251: *(NumConst=86, SV=36, CEps=0.5315, QPEps=0.2320)
Iter 252: *(NumConst=87, SV=34, CEps=0.5610, QPEps=0.2298)
Iter 253: *(NumConst=85, SV=34, CEps=0.4129, QPEps=0.2055)
Iter 254: *(NumConst=86, SV=36, CEps=0.4755, QPEps=0.1514)
Iter 255: *(NumConst=87, SV=40, CEps=0.5045, QPEps=0.2044)
Iter 256: *(NumConst=85, SV=36, CEps=0.4742, QPEps=0.1781)
Iter 257: *(NumConst=85, SV=36, CEps=0.4468, QPEps=0.1946)
Iter 258: *(NumConst=86, SV=34, CEps=0.4631, QPEps=0.1833)
Iter 259: *(NumConst=86, SV=36, CEps=0.3220, QPEps=0.1391)
Iter 260: *(NumConst=84, SV=34, CEps=0.6724, QPEps=0.1063)
Iter 261: *(NumConst=85, SV=30, CEps=0.3548, QPEps=0.1525)
Iter 262: *(NumConst=85, SV=31, CEps=0.4655, QPEps=0.1508)
Iter 263: *(NumConst=86, SV=29, CEps=0.4145, QPEps=0.1580)
Iter 264: *(NumConst=85, SV=34, CEps=0.2919, QPEps=0.1452)
Iter 265: *(NumConst=86, SV=32, CEps=0.5267, QPEps=0.1092)
Iter 266: *(NumConst=85, SV=34, CEps=0.3693, QPEps=0.1202)
Iter 267: *(NumConst=86, SV=31, CEps=0.3091, QPEps=0.1436)
Iter 268: *(NumConst=87, SV=30, CEps=0.4717, QPEps=0.1384)
Iter 269: *(NumConst=88, SV=31, CEps=0.3743, QPEps=0.1454)
Iter 270: *(NumConst=89, SV=28, CEps=0.3837, QPEps=0.1459)
Iter 271: *(NumConst=90, SV=26, CEps=0.3817, QPEps=0.1447)
Iter 272: *(NumConst=89, SV=26, CEps=0.3880, QPEps=0.1446)
Iter 273: *(NumConst=89, SV=26, CEps=0.3672, QPEps=0.1405)
Iter 274: *(NumConst=90, SV=27, CEps=0.2414, QPEps=0.1203)
Iter 275: *(NumConst=90, SV=27, CEps=0.4875, QPEps=0.1175)
Iter 276: *(NumConst=89, SV=29, CEps=0.2412, QPEps=0.0912)
Iter 277: *(NumConst=89, SV=28, CEps=0.3703, QPEps=0.0942)
Iter 278: *(NumConst=89, SV=28, CEps=0.2969, QPEps=0.1193)
Iter 279: *(NumConst=90, SV=30, CEps=0.2335, QPEps=0.0992)
Iter 280: *(NumConst=90, SV=27, CEps=0.2485, QPEps=0.1115)
Iter 281: *(NumConst=89, SV=28, CEps=0.3283, QPEps=0.1160)
Iter 282: *(NumConst=90, SV=29, CEps=0.2404, QPEps=0.1162)
Iter 283: *(NumConst=91, SV=28, CEps=0.3233, QPEps=0.1150)
Iter 284: *(NumConst=91, SV=27, CEps=0.2411, QPEps=0.1165)
Iter 285: *(NumConst=91, SV=27, CEps=0.2099, QPEps=0.1045)
Iter 286: *(NumConst=90, SV=28, CEps=0.2010, QPEps=0.0829)
Iter 287: *(NumConst=91, SV=25, CEps=0.1913, QPEps=0.0955)
Iter 288: *(NumConst=92, SV=28, CEps=0.3973, QPEps=0.0907)
Iter 289: *(NumConst=93, SV=24, CEps=0.2758, QPEps=0.0943)
Iter 290: *(NumConst=93, SV=26, CEps=0.1996, QPEps=0.0737)
Iter 291: *(NumConst=93, SV=24, CEps=0.3376, QPEps=0.0788)
Iter 292: *(NumConst=94, SV=24, CEps=0.1728, QPEps=0.0864)
Iter 293: *(NumConst=95, SV=26, CEps=0.1800, QPEps=0.0863)
Iter 294: *(NumConst=96, SV=23, CEps=0.2166, QPEps=0.0674)
Iter 295: *(NumConst=97, SV=27, CEps=0.1761, QPEps=0.0807)
Iter 296: *(NumConst=98, SV=25, CEps=0.1777, QPEps=0.0743)
Iter 297: *(NumConst=97, SV=26, CEps=0.1435, QPEps=0.0605)
Iter 298: *(NumConst=98, SV=25, CEps=0.1824, QPEps=0.0675)
Iter 299: *(NumConst=99, SV=24, CEps=0.1381, QPEps=0.0673)
Iter 300: *(NumConst=100, SV=24, CEps=0.1711, QPEps=0.0669)
Iter 301: *(NumConst=101, SV=27, CEps=0.1516, QPEps=0.0681)
Iter 302: *(NumConst=99, SV=30, CEps=0.2039, QPEps=0.0641)
Iter 303: *(NumConst=100, SV=30, CEps=0.1519, QPEps=0.0658)
Iter 304: *(NumConst=100, SV=29, CEps=0.1057, QPEps=0.0528)
Iter 305: *(NumConst=100, SV=28, CEps=0.1458, QPEps=0.0504)
Iter 306: *(NumConst=100, SV=31, CEps=0.1357, QPEps=0.0467)
Iter 307: *(NumConst=99, SV=28, CEps=0.2090, QPEps=0.0497)
Iter 308: *(NumConst=97, SV=28, CEps=0.1405, QPEps=0.0523)
Iter 309: *(NumConst=97, SV=28, CEps=0.1762, QPEps=0.0504)
Iter 310: *(NumConst=95, SV=28, CEps=0.1170, QPEps=0.0528)
Iter 311: *(NumConst=96, SV=28, CEps=0.1892, QPEps=0.0445)
Iter 312: *(NumConst=96, SV=30, CEps=0.1123, QPEps=0.0515)
Iter 313: .........*(NumConst=95, SV=31, CEps=0.4723, QPEps=0.1248)
Iter 314: *(NumConst=93, SV=32, CEps=0.3509, QPEps=0.1279)
Iter 315: *(NumConst=93, SV=32, CEps=0.2839, QPEps=0.1390)
Iter 316: *(NumConst=90, SV=35, CEps=0.1800, QPEps=0.0710)
Iter 317: *(NumConst=89, SV=33, CEps=0.4641, QPEps=0.0833)
Iter 318: *(NumConst=89, SV=40, CEps=0.3027, QPEps=0.0835)
Iter 319: *(NumConst=88, SV=30, CEps=0.4063, QPEps=0.0894)
Iter 320: *(NumConst=86, SV=32, CEps=0.3360, QPEps=0.0810)
Iter 321: *(NumConst=86, SV=31, CEps=0.3009, QPEps=0.0849)
Iter 322: *(NumConst=85, SV=29, CEps=0.3277, QPEps=0.0884)
Iter 323: *(NumConst=85, SV=29, CEps=0.2668, QPEps=0.0840)
Iter 324: *(NumConst=86, SV=30, CEps=0.3406, QPEps=0.0899)
Iter 325: *(NumConst=86, SV=30, CEps=0.2174, QPEps=0.0834)
Iter 326: *(NumConst=87, SV=34, CEps=0.1909, QPEps=0.0850)
Iter 327: *(NumConst=87, SV=37, CEps=0.3089, QPEps=0.0846)
Iter 328: *(NumConst=87, SV=38, CEps=0.2488, QPEps=0.0882)
Iter 329: *(NumConst=85, SV=33, CEps=0.2165, QPEps=0.0833)
Iter 330: *(NumConst=86, SV=29, CEps=0.2717, QPEps=0.0857)
Iter 331: *(NumConst=87, SV=31, CEps=0.1923, QPEps=0.0857)
Iter 332: *(NumConst=87, SV=29, CEps=0.2558, QPEps=0.0860)
Iter 333: *(NumConst=88, SV=32, CEps=0.1594, QPEps=0.0765)
Iter 334: *(NumConst=89, SV=31, CEps=0.3042, QPEps=0.0705)
Iter 335: *(NumConst=89, SV=35, CEps=0.1694, QPEps=0.0749)
Iter 336: *(NumConst=87, SV=30, CEps=0.3957, QPEps=0.0790)
Iter 337: *(NumConst=88, SV=31, CEps=0.2003, QPEps=0.0735)
Iter 338: *(NumConst=89, SV=32, CEps=0.1572, QPEps=0.0781)
Iter 339: *(NumConst=89, SV=32, CEps=0.2491, QPEps=0.0770)
Iter 340: *(NumConst=86, SV=35, CEps=0.2010, QPEps=0.0749)
Iter 341: *(NumConst=87, SV=29, CEps=0.2201, QPEps=0.0555)
Iter 342: *(NumConst=88, SV=30, CEps=0.2422, QPEps=0.0776)
Iter 343: *(NumConst=89, SV=29, CEps=0.2781, QPEps=0.0640)
Iter 344: *(NumConst=90, SV=29, CEps=0.2175, QPEps=0.0717)
Iter 345: *(NumConst=90, SV=33, CEps=0.1203, QPEps=0.0561)
Iter 346: *(NumConst=90, SV=29, CEps=0.2593, QPEps=0.0584)
Iter 347: *(NumConst=90, SV=30, CEps=0.2194, QPEps=0.0541)
Iter 348: *(NumConst=91, SV=29, CEps=0.2032, QPEps=0.0597)
Iter 349: *(NumConst=92, SV=29, CEps=0.1835, QPEps=0.0567)
Iter 350: *(NumConst=93, SV=33, CEps=0.1286, QPEps=0.0598)
Iter 351: *(NumConst=94, SV=30, CEps=0.1734, QPEps=0.0577)
Iter 352: *(NumConst=93, SV=30, CEps=0.1505, QPEps=0.0589)
Iter 353: *(NumConst=93, SV=32, CEps=0.1788, QPEps=0.0596)
Iter 354: *(NumConst=94, SV=32, CEps=0.1753, QPEps=0.0600)
Iter 355: *(NumConst=95, SV=32, CEps=0.1639, QPEps=0.0593)
Iter 356: *(NumConst=95, SV=32, CEps=0.1553, QPEps=0.0575)
Iter 357: *(NumConst=96, SV=33, CEps=0.1339, QPEps=0.0595)
Iter 358: *(NumConst=97, SV=33, CEps=0.1472, QPEps=0.0592)
Iter 359: *(NumConst=98, SV=34, CEps=0.1510, QPEps=0.0574)
Iter 360: *(NumConst=98, SV=32, CEps=0.1749, QPEps=0.0524)
Iter 361: *(NumConst=98, SV=32, CEps=0.1216, QPEps=0.0503)
Iter 362: *(NumConst=99, SV=37, CEps=0.1039, QPEps=0.0515)
Iter 363: *(NumConst=100, SV=34, CEps=0.1330, QPEps=0.0518)
Iter 364: *(NumConst=99, SV=36, CEps=0.1056, QPEps=0.0513)
Iter 365: *(NumConst=99, SV=36, CEps=0.1122, QPEps=0.0453)
Iter 366: *(NumConst=100, SV=34, CEps=0.1170, QPEps=0.0506)
Iter 367: .........*(NumConst=101, SV=35, CEps=0.4600, QPEps=0.1433)
Iter 368: *(NumConst=99, SV=37, CEps=0.1837, QPEps=0.0805)
Iter 369: *(NumConst=100, SV=34, CEps=0.2408, QPEps=0.0905)
Iter 370: *(NumConst=99, SV=35, CEps=0.2105, QPEps=0.0883)
Iter 371: *(NumConst=100, SV=32, CEps=0.1931, QPEps=0.0774)
Iter 372: *(NumConst=101, SV=38, CEps=0.1405, QPEps=0.0684)
Iter 373: *(NumConst=101, SV=36, CEps=0.2216, QPEps=0.0688)
Iter 374: *(NumConst=102, SV=34, CEps=0.2778, QPEps=0.0696)
Iter 375: *(NumConst=101, SV=34, CEps=0.1569, QPEps=0.0689)
Iter 376: *(NumConst=100, SV=36, CEps=0.1560, QPEps=0.0671)
Iter 377: *(NumConst=99, SV=34, CEps=0.2242, QPEps=0.0673)
Iter 378: *(NumConst=97, SV=31, CEps=0.1893, QPEps=0.0696)
Iter 379: *(NumConst=97, SV=31, CEps=0.1632, QPEps=0.0688)
Iter 380: *(NumConst=97, SV=33, CEps=0.1382, QPEps=0.0674)
Iter 381: *(NumConst=97, SV=31, CEps=0.1559, QPEps=0.0687)
Iter 382: *(NumConst=98, SV=32, CEps=0.1317, QPEps=0.0616)
Iter 383: *(NumConst=98, SV=29, CEps=0.1627, QPEps=0.0635)
Iter 384: *(NumConst=97, SV=31, CEps=0.1504, QPEps=0.0631)
Iter 385: *(NumConst=94, SV=29, CEps=0.1704, QPEps=0.0639)
Iter 386: *(NumConst=94, SV=32, CEps=0.1243, QPEps=0.0578)
Iter 387: *(NumConst=94, SV=29, CEps=0.1608, QPEps=0.0426)
Iter 388: *(NumConst=95, SV=29, CEps=0.1299, QPEps=0.0620)
Iter 389: *(NumConst=95, SV=33, CEps=0.1180, QPEps=0.0568)
Iter 390: *(NumConst=94, SV=30, CEps=0.1561, QPEps=0.0579)
Iter 391: .........*(NumConst=94, SV=31, CEps=0.2890, QPEps=0.0654)
Iter 392: *(NumConst=95, SV=34, CEps=0.1697, QPEps=0.0812)
Iter 393: *(NumConst=95, SV=33, CEps=0.2228, QPEps=0.0844)
Iter 394: *(NumConst=95, SV=31, CEps=0.2029, QPEps=0.0848)
Iter 395: *(NumConst=94, SV=31, CEps=0.1532, QPEps=0.0739)
Iter 396: *(NumConst=95, SV=35, CEps=0.2228, QPEps=0.0553)
Iter 397: *(NumConst=96, SV=32, CEps=0.2182, QPEps=0.0757)
Iter 398: *(NumConst=96, SV=33, CEps=0.2154, QPEps=0.0746)
Iter 399: *(NumConst=97, SV=33, CEps=0.1862, QPEps=0.0754)
Iter 400: *(NumConst=96, SV=34, CEps=0.1357, QPEps=0.0660)
Iter 401: *(NumConst=95, SV=33, CEps=0.2093, QPEps=0.0656)
Iter 402: *(NumConst=96, SV=34, CEps=0.1491, QPEps=0.0629)
Iter 403: *(NumConst=95, SV=33, CEps=0.1622, QPEps=0.0669)
Iter 404: .........*(NumConst=96, SV=35, CEps=0.1829, QPEps=0.0913)
Iter 405: *(NumConst=97, SV=36, CEps=0.2333, QPEps=0.0801)
Iter 406: *(NumConst=98, SV=37, CEps=0.2099, QPEps=0.0913)
Iter 407: *(NumConst=99, SV=35, CEps=0.2028, QPEps=0.0906)
Iter 408: *(NumConst=100, SV=39, CEps=0.1732, QPEps=0.0863)
Iter 409: *(NumConst=99, SV=37, CEps=0.1900, QPEps=0.0818)
Iter 410: *(NumConst=100, SV=39, CEps=0.2087, QPEps=0.0777)
Iter 411: *(NumConst=101, SV=37, CEps=0.2396, QPEps=0.0805)
Iter 412: *(NumConst=102, SV=37, CEps=0.2267, QPEps=0.0837)
Iter 413: *(NumConst=102, SV=39, CEps=0.1721, QPEps=0.0807)
Iter 414: *(NumConst=101, SV=36, CEps=0.1755, QPEps=0.0766)
Iter 415: *(NumConst=101, SV=36, CEps=0.1817, QPEps=0.0796)
Iter 416: *(NumConst=102, SV=39, CEps=0.1448, QPEps=0.0723)
Iter 417: *(NumConst=103, SV=36, CEps=0.2079, QPEps=0.0705)
Iter 418: *(NumConst=103, SV=37, CEps=0.1564, QPEps=0.0656)
Iter 419: *(NumConst=102, SV=35, CEps=0.1802, QPEps=0.0681)
Iter 420: *(NumConst=103, SV=33, CEps=0.2242, QPEps=0.0721)
Iter 421: *(NumConst=104, SV=35, CEps=0.2610, QPEps=0.0709)
Iter 422: *(NumConst=103, SV=34, CEps=0.1704, QPEps=0.0655)
Iter 423: *(NumConst=102, SV=36, CEps=0.1746, QPEps=0.0695)
Iter 424: *(NumConst=101, SV=33, CEps=0.1819, QPEps=0.0720)
Iter 425: *(NumConst=99, SV=39, CEps=0.1365, QPEps=0.0565)
Iter 426: *(NumConst=98, SV=38, CEps=0.1780, QPEps=0.0667)
Iter 427: *(NumConst=96, SV=37, CEps=0.2069, QPEps=0.0641)
Iter 428: *(NumConst=97, SV=33, CEps=0.1688, QPEps=0.0541)
Iter 429: *(NumConst=97, SV=35, CEps=0.2022, QPEps=0.0529)
Iter 430: *(NumConst=98, SV=32, CEps=0.1506, QPEps=0.0678)
Iter 431: *(NumConst=97, SV=33, CEps=0.1476, QPEps=0.0569)
Iter 432: *(NumConst=95, SV=36, CEps=0.1514, QPEps=0.0526)
Iter 433: *(NumConst=96, SV=36, CEps=0.1500, QPEps=0.0578)
Iter 434: *(NumConst=96, SV=35, CEps=0.1302, QPEps=0.0638)
Iter 435: *(NumConst=96, SV=37, CEps=0.1402, QPEps=0.0642)
Iter 436: *(NumConst=94, SV=39, CEps=0.1560, QPEps=0.0637)
Iter 437: *(NumConst=95, SV=38, CEps=0.1357, QPEps=0.0626)
Iter 438: *(NumConst=96, SV=40, CEps=0.1034, QPEps=0.0515)
Iter 439: *(NumConst=96, SV=37, CEps=0.1733, QPEps=0.0486)
Iter 440: *(NumConst=97, SV=40, CEps=0.1291, QPEps=0.0497)
Iter 441: *(NumConst=98, SV=38, CEps=0.1202, QPEps=0.0493)
Iter 442: *(NumConst=98, SV=39, CEps=0.1202, QPEps=0.0495)
Iter 443: *(NumConst=98, SV=40, CEps=0.1079, QPEps=0.0508)
Iter 444: *(NumConst=97, SV=34, CEps=0.1709, QPEps=0.0512)
Iter 445: *(NumConst=98, SV=34, CEps=0.1231, QPEps=0.0511)
Iter 446: .........*(NumConst=96, SV=35, CEps=0.2071, QPEps=0.0907)
Iter 447: *(NumConst=97, SV=41, CEps=0.1158, QPEps=0.0576)
Iter 448: *(NumConst=97, SV=38, CEps=0.1596, QPEps=0.0525)
Iter 449: *(NumConst=97, SV=35, CEps=0.1314, QPEps=0.0520)
Iter 450: *(NumConst=98, SV=39, CEps=0.1510, QPEps=0.0553)
Iter 451: *(NumConst=99, SV=40, CEps=0.1261, QPEps=0.0518)
Iter 452: *(NumConst=99, SV=36, CEps=0.1094, QPEps=0.0501)
Iter 453: *(NumConst=100, SV=36, CEps=0.1145, QPEps=0.0515)
Iter 454: *(NumConst=101, SV=36, CEps=0.1269, QPEps=0.0544)
Iter 455: *(NumConst=101, SV=37, CEps=0.1253, QPEps=0.0529)
Iter 456: *(NumConst=101, SV=38, CEps=0.1462, QPEps=0.0544)
Iter 457: *(NumConst=102, SV=37, CEps=0.1090, QPEps=0.0543)
Iter 458: *(NumConst=101, SV=39, CEps=0.1057, QPEps=0.0446)
Iter 459: .........*(NumConst=101, SV=39, CEps=0.1472, QPEps=0.0730)
Iter 460: *(NumConst=100, SV=40, CEps=0.1049, QPEps=0.0469)
Iter 461: *(NumConst=101, SV=41, CEps=0.1094, QPEps=0.0506)
Iter 462: *(NumConst=100, SV=37, CEps=0.1346, QPEps=0.0522)
Iter 463: *(NumConst=97, SV=38, CEps=0.1203, QPEps=0.0514)
Iter 464: .........*(NumConst=98, SV=38, CEps=0.1616, QPEps=0.0720)
Iter 465: *(NumConst=98, SV=42, CEps=0.1077, QPEps=0.0505)
Iter 466: *(NumConst=97, SV=41, CEps=0.1064, QPEps=0.0492)
Iter 467: *(NumConst=97, SV=45, CEps=0.1113, QPEps=0.0522)
Iter 468: *(NumConst=95, SV=43, CEps=0.1149, QPEps=0.0530)
Iter 469: *(NumConst=95, SV=41, CEps=0.1104, QPEps=0.0499)
Iter 470: .........*(NumConst=96, SV=43, CEps=0.1188, QPEps=0.0539)
Iter 471: .........*(NumConst=95, SV=43, CEps=0.1084, QPEps=0.0506)
Iter 472: *(NumConst=96, SV=43, CEps=0.1550, QPEps=0.0535)
Iter 473: .........*(NumConst=96, SV=43, CEps=0.1258, QPEps=0.0540)
Iter 474: *(NumConst=95, SV=42, CEps=0.1026, QPEps=0.0509)
Iter 475: *(NumConst=96, SV=38, CEps=0.1276, QPEps=0.0511)
Iter 476: .........*(NumConst=96, SV=39, CEps=0.1394, QPEps=0.0493)
Iter 477: *(NumConst=94, SV=42, CEps=0.1030, QPEps=0.0510)
Iter 478: *(NumConst=95, SV=39, CEps=0.1168, QPEps=0.0478)
Iter 479: .........*(NumConst=95, SV=40, CEps=0.1182, QPEps=0.0540)
Iter 480: .........(NumConst=95, SV=40, CEps=0.0974, QPEps=0.0540)
Final epsilon on KKT-Conditions: 0.09742
Upper bound on duality gap: 186.88210
Dual objective value: dval=2690.81749
Primal objective value: pval=2877.69959
Total number of constraints in final working set: 95 (of 479)
Number of iterations: 480
Number of calls to 'find_most_violated_constraint': 470085
Number of SV: 40 
Norm of weight vector: |w|=31.31191
Value of slack variable (on working set): xi=1.07734
Value of slack variable (global): xi=1.15068
Norm of longest difference vector: ||Psi(x,y)-Psi(x,ybar)||=2.79710
Runtime in cpu-seconds: 69.98
Final number of constraints in cache: 63508
Viterbi timing: CreateTransEmitMatrix=762.000000 Viterbi=514.000000
Compacting linear model...done
Writing learned model...done
=== END program1: ./run learn ../dataset2/train --- OK [202s]

===== 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 [4s]
=== START program1: ./run predict ../program0/evalTrain.in ../program0/evalTrain.out
read 5 templates from "template"
Reading model...done.
Reading test examples... 12705 examples, 207484 tokens, 53692 features, 10 classes... done.
Classifying test examples...done
Runtime (without IO) in cpu-seconds: 0.24
Average loss on test set: 16.3309
Zero/one-error on test set: 100.00% (0 correct, 12705 incorrect, 12705 total)
Average loss per token: 1.0000
=== END program1: ./run predict ../program0/evalTrain.in ../program0/evalTrain.out --- OK [31s]
=== START program4: ./run evaluate ../dataset2/train ../program0/evalTrain.out
=== END program4: ./run evaluate ../dataset2/train ../program0/evalTrain.out --- OK [17s]

===== 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 [1s]
=== START program1: ./run predict ../program0/evalTest.in ../program0/evalTest.out
read 5 templates from "template"
Reading model...done.
Reading test examples... 3160 examples, 52098 tokens, 52661 features, 10 classes... done.
Classifying test examples...done
Runtime (without IO) in cpu-seconds: 0.06
Average loss on test set: 16.4867
Zero/one-error on test set: 100.00% (0 correct, 3160 incorrect, 3160 total)
Average loss per token: 1.0000
=== END program1: ./run predict ../program0/evalTest.in ../program0/evalTest.out --- OK [9s]
=== START program4: ./run evaluate ../dataset2/test ../program0/evalTest.out
=== END program4: ./run evaluate ../dataset2/test ../program0/evalTest.out --- OK [4s]


real	4m45.439s
user	1m49.415s
sys	0m11.269s

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