Reading training examples...done
Training set properties: 104 features, 180 rankings, 15555 examples
NOTE: Adjusted stopping criterion relative to maximum loss: eps=1.003494
Iter 1: .........*(NumConst=1, SV=1, CEps=1003.4944, QPEps=0.0000)
Iter 2: .........*(NumConst=2, SV=2, CEps=767.9407, QPEps=0.0000)
Iter 3: .........*(NumConst=3, SV=2, CEps=1192.5520, QPEps=0.0009)
Iter 4: .........*(NumConst=4, SV=4, CEps=1105.6958, QPEps=0.0012)
Iter 5: .........*(NumConst=5, SV=4, CEps=2052.2760, QPEps=0.0005)
Iter 6: .........*(NumConst=6, SV=6, CEps=1568.3673, QPEps=0.0007)
Iter 7: .........*(NumConst=7, SV=5, CEps=3270.3052, QPEps=0.0017)
Iter 8: .........*(NumConst=8, SV=6, CEps=2561.1450, QPEps=0.1490)
Iter 9: .........*(NumConst=9, SV=7, CEps=2842.2678, QPEps=5.1347)
Iter 10: .........*(NumConst=10, SV=7, CEps=2754.5797, QPEps=10.9514)
Iter 11: .........*(NumConst=11, SV=8, CEps=2887.9383, QPEps=1.9586)
Iter 12: .........*(NumConst=12, SV=8, CEps=2933.4560, QPEps=0.0364)
Iter 13: .........*(NumConst=13, SV=8, CEps=2537.3961, QPEps=0.0033)
Iter 14: .........*(NumConst=14, SV=8, CEps=1798.8855, QPEps=0.0025)
Iter 15: .........*(NumConst=15, SV=11, CEps=1189.8219, QPEps=33.6961)
Iter 16: .........*(NumConst=16, SV=12, CEps=3945.7447, QPEps=49.1480)
Iter 17: .........*(NumConst=17, SV=11, CEps=3390.7941, QPEps=48.8809)
Iter 18: .........*(NumConst=18, SV=10, CEps=3130.0146, QPEps=0.0045)
Iter 19: .........*(NumConst=19, SV=12, CEps=3629.2782, QPEps=47.0114)
Iter 20: .........*(NumConst=20, SV=15, CEps=2902.0541, QPEps=45.3276)
Iter 21: .........*(NumConst=21, SV=15, CEps=6604.5585, QPEps=46.2660)
Iter 22: .........*(NumConst=22, SV=15, CEps=3213.1219, QPEps=37.4091)
Iter 23: .........*(NumConst=23, SV=14, CEps=3577.5236, QPEps=47.0332)
Iter 24: .........*(NumConst=24, SV=15, CEps=1775.3567, QPEps=42.9508)
Iter 25: .........*(NumConst=25, SV=15, CEps=1763.1853, QPEps=38.6094)
Iter 26: .........*(NumConst=26, SV=17, CEps=1581.3949, QPEps=48.3694)
Iter 27: .........*(NumConst=27, SV=16, CEps=1214.3628, QPEps=39.6212)
Iter 28: .........*(NumConst=28, SV=18, CEps=1221.3883, QPEps=44.5111)
Iter 29: .........*(NumConst=29, SV=17, CEps=997.9426, QPEps=41.8068)
Iter 30: .........*(NumConst=30, SV=15, CEps=801.1814, QPEps=41.2413)
Iter 31: .........*(NumConst=31, SV=15, CEps=898.0127, QPEps=28.3491)
Iter 32: .........*(NumConst=32, SV=16, CEps=747.4653, QPEps=42.9853)
Iter 33: .........*(NumConst=33, SV=17, CEps=848.7160, QPEps=44.9010)
Iter 34: .........*(NumConst=34, SV=16, CEps=757.4063, QPEps=40.3948)
Iter 35: .........*(NumConst=35, SV=18, CEps=732.0277, QPEps=35.1385)
Iter 36: .........*(NumConst=36, SV=18, CEps=956.4426, QPEps=47.2463)
Iter 37: .........*(NumConst=37, SV=19, CEps=808.7143, QPEps=37.9339)
Iter 38: .........*(NumConst=38, SV=22, CEps=507.7230, QPEps=39.7922)
Iter 39: .........*(NumConst=39, SV=21, CEps=624.6933, QPEps=43.0659)
Iter 40: .........*(NumConst=40, SV=21, CEps=360.6030, QPEps=48.7125)
Iter 41: .........*(NumConst=41, SV=23, CEps=552.7613, QPEps=40.9405)
Iter 42: .........*(NumConst=42, SV=19, CEps=460.8654, QPEps=47.8068)
Iter 43: .........*(NumConst=43, SV=23, CEps=453.3422, QPEps=45.8274)
Iter 44: .........*(NumConst=44, SV=23, CEps=506.9846, QPEps=44.9595)
Iter 45: .........*(NumConst=45, SV=18, CEps=471.1303, QPEps=48.6427)
Iter 46: .........*(NumConst=46, SV=22, CEps=485.1567, QPEps=49.8213)
Iter 47: .........*(NumConst=47, SV=19, CEps=364.7544, QPEps=49.8271)
Iter 48: .........*(NumConst=48, SV=22, CEps=416.0324, QPEps=42.3661)
Iter 49: .........*(NumConst=49, SV=22, CEps=441.1985, QPEps=38.9871)
Iter 50: .........*(NumConst=50, SV=23, CEps=288.6867, QPEps=49.5377)
Iter 51: .........*(NumConst=51, SV=23, CEps=505.5834, QPEps=47.1795)
Iter 52: .........*(NumConst=52, SV=22, CEps=338.5419, QPEps=43.5624)
Iter 53: .........*(NumConst=53, SV=22, CEps=350.4970, QPEps=41.9844)
Iter 54: .........*(NumConst=54, SV=25, CEps=378.4596, QPEps=39.4668)
Iter 55: .........*(NumConst=55, SV=22, CEps=344.3512, QPEps=44.1547)
Iter 56: .........*(NumConst=55, SV=23, CEps=305.6621, QPEps=43.0534)
Iter 57: .........*(NumConst=56, SV=21, CEps=321.6151, QPEps=34.9919)
Iter 58: .........*(NumConst=57, SV=22, CEps=426.3933, QPEps=48.8799)
Iter 59: .........*(NumConst=58, SV=21, CEps=336.1235, QPEps=27.9825)
Iter 60: .........*(NumConst=59, SV=22, CEps=185.8441, QPEps=48.4297)
Iter 61: .........*(NumConst=60, SV=23, CEps=254.9049, QPEps=49.2808)
Iter 62: .........*(NumConst=61, SV=23, CEps=400.8107, QPEps=36.9613)
Iter 63: .........*(NumConst=62, SV=20, CEps=215.6030, QPEps=44.4533)
Iter 64: .........*(NumConst=63, SV=25, CEps=360.5119, QPEps=45.9900)
Iter 65: .........*(NumConst=64, SV=24, CEps=284.7504, QPEps=47.3813)
Iter 66: .........*(NumConst=65, SV=26, CEps=251.9420, QPEps=48.0050)
Iter 67: .........*(NumConst=66, SV=24, CEps=305.0645, QPEps=41.6608)
Iter 68: .........*(NumConst=67, SV=20, CEps=336.4836, QPEps=45.3610)
Iter 69: .........*(NumConst=68, SV=21, CEps=256.7263, QPEps=37.7670)
Iter 70: .........*(NumConst=69, SV=23, CEps=240.6563, QPEps=49.4310)
Iter 71: .........*(NumConst=70, SV=23, CEps=233.3827, QPEps=49.6125)
Iter 72: .........*(NumConst=70, SV=25, CEps=229.2746, QPEps=42.0125)
Iter 73: .........*(NumConst=71, SV=24, CEps=237.6950, QPEps=43.9057)
Iter 74: .........*(NumConst=71, SV=27, CEps=282.5354, QPEps=45.8331)
Iter 75: .........*(NumConst=71, SV=24, CEps=254.4549, QPEps=47.1779)
Iter 76: .........*(NumConst=72, SV=26, CEps=287.3967, QPEps=47.8312)
Iter 77: .........*(NumConst=73, SV=23, CEps=235.9029, QPEps=49.2610)
Iter 78: .........*(NumConst=72, SV=23, CEps=243.8172, QPEps=33.7086)
Iter 79: .........*(NumConst=72, SV=29, CEps=162.6777, QPEps=46.3797)
Iter 80: .........*(NumConst=73, SV=27, CEps=217.8434, QPEps=48.7541)
Iter 81: .........*(NumConst=74, SV=26, CEps=187.6172, QPEps=39.8432)
Iter 82: .........*(NumConst=75, SV=28, CEps=155.2838, QPEps=49.9348)
Iter 83: .........*(NumConst=76, SV=29, CEps=202.0838, QPEps=49.8399)
Iter 84: .........*(NumConst=77, SV=25, CEps=197.4102, QPEps=39.4620)
Iter 85: .........*(NumConst=77, SV=31, CEps=150.5934, QPEps=48.1703)
Iter 86: .........*(NumConst=78, SV=30, CEps=160.9850, QPEps=48.7077)
Iter 87: .........*(NumConst=79, SV=30, CEps=182.2705, QPEps=49.8587)
Iter 88: .........*(NumConst=79, SV=31, CEps=194.1054, QPEps=48.6548)
Iter 89: .........*(NumConst=79, SV=31, CEps=184.0395, QPEps=47.3015)
Iter 90: .........*(NumConst=79, SV=31, CEps=135.8206, QPEps=47.4858)
Iter 91: .........*(NumConst=78, SV=29, CEps=192.2753, QPEps=45.3862)
Iter 92: .........*(NumConst=79, SV=28, CEps=195.0575, QPEps=49.2760)
Iter 93: .........*(NumConst=79, SV=25, CEps=197.9096, QPEps=49.8738)
Iter 94: .........*(NumConst=78, SV=26, CEps=121.1918, QPEps=48.0781)
Iter 95: .........*(NumConst=78, SV=28, CEps=100.2639, QPEps=47.4425)
Iter 96: .........*(NumConst=77, SV=28, CEps=142.7401, QPEps=42.6591)
Iter 97: .........*(NumConst=78, SV=34, CEps=131.2071, QPEps=34.6481)
Iter 98: .........*(NumConst=78, SV=34, CEps=106.1057, QPEps=49.8204)
Iter 99: .........*(NumConst=79, SV=35, CEps=124.3327, QPEps=49.8442)
Iter 100: .........*(NumConst=79, SV=34, CEps=124.7172, QPEps=47.6405)
Iter 101: .........*(NumConst=78, SV=35, CEps=137.0934, QPEps=39.9085)
Iter 102: .........*(NumConst=78, SV=32, CEps=116.2017, QPEps=42.9100)
Iter 103: .........*(NumConst=77, SV=31, CEps=95.3737, QPEps=43.0726)
Iter 104: .........*(NumConst=78, SV=33, CEps=95.2215, QPEps=46.9074)
Iter 105: .........*(NumConst=78, SV=33, CEps=104.5398, QPEps=46.7706)
Iter 106: .........*(NumConst=77, SV=39, CEps=102.8311, QPEps=47.0380)
Iter 107: .........*(NumConst=78, SV=40, CEps=110.0856, QPEps=44.3418)
Iter 108: .........*(NumConst=78, SV=35, CEps=96.2966, QPEps=47.5514)
Iter 109: .........*(NumConst=78, SV=32, CEps=81.7724, QPEps=38.3833)
Iter 110: .........*(NumConst=79, SV=33, CEps=103.2306, QPEps=35.0233)
Iter 111: .........*(NumConst=79, SV=33, CEps=97.6137, QPEps=40.2691)
Iter 112: .........*(NumConst=79, SV=34, CEps=109.5773, QPEps=39.8532)
Iter 113: .........*(NumConst=80, SV=36, CEps=89.6627, QPEps=40.5173)
Iter 114: .........*(NumConst=81, SV=35, CEps=72.6391, QPEps=35.4350)
Iter 115: .........*(NumConst=81, SV=35, CEps=113.9646, QPEps=35.8755)
Iter 116: .........*(NumConst=80, SV=37, CEps=117.2762, QPEps=36.2455)
Iter 117: .........*(NumConst=80, SV=37, CEps=93.0241, QPEps=35.9315)
Iter 118: .........*(NumConst=81, SV=39, CEps=108.4497, QPEps=35.3390)
Iter 119: .........*(NumConst=82, SV=37, CEps=65.2567, QPEps=30.7261)
Iter 120: .........*(NumConst=83, SV=43, CEps=74.0686, QPEps=31.6338)
Iter 121: .........*(NumConst=84, SV=39, CEps=120.2514, QPEps=31.5216)
Iter 122: .........*(NumConst=85, SV=41, CEps=93.9295, QPEps=32.6278)
Iter 123: .........*(NumConst=86, SV=41, CEps=86.3386, QPEps=32.6075)
Iter 124: .........*(NumConst=87, SV=40, CEps=70.0264, QPEps=32.4968)
Iter 125: .........*(NumConst=87, SV=41, CEps=85.2435, QPEps=30.7745)
Iter 126: .........*(NumConst=87, SV=41, CEps=69.5796, QPEps=30.6782)
Iter 127: .........*(NumConst=87, SV=43, CEps=75.4113, QPEps=28.2411)
Iter 128: .........*(NumConst=88, SV=43, CEps=63.4912, QPEps=30.0010)
Iter 129: .........*(NumConst=89, SV=42, CEps=65.0481, QPEps=31.6036)
Iter 130: .........*(NumConst=89, SV=40, CEps=73.4356, QPEps=29.3891)
Iter 131: .........*(NumConst=89, SV=40, CEps=94.7099, QPEps=31.6549)
Iter 132: .........*(NumConst=89, SV=39, CEps=56.2560, QPEps=24.7171)
Iter 133: .........*(NumConst=88, SV=41, CEps=88.0984, QPEps=27.6031)
Iter 134: .........*(NumConst=89, SV=41, CEps=99.0485, QPEps=27.6805)
Iter 135: .........*(NumConst=90, SV=42, CEps=57.7435, QPEps=26.7053)
Iter 136: .........*(NumConst=91, SV=40, CEps=80.5411, QPEps=27.5946)
Iter 137: .........*(NumConst=91, SV=40, CEps=76.9094, QPEps=24.1654)
Iter 138: .........*(NumConst=92, SV=42, CEps=59.2058, QPEps=27.7066)
Iter 139: .........*(NumConst=93, SV=42, CEps=102.0753, QPEps=25.9744)
Iter 140: .........*(NumConst=94, SV=42, CEps=61.6961, QPEps=28.0720)
Iter 141: .........*(NumConst=95, SV=40, CEps=66.3860, QPEps=27.8296)
Iter 142: .........*(NumConst=96, SV=41, CEps=77.9672, QPEps=21.6907)
Iter 143: .........*(NumConst=96, SV=44, CEps=42.7763, QPEps=19.0640)
Iter 144: .........*(NumConst=97, SV=42, CEps=49.4708, QPEps=21.1650)
Iter 145: .........*(NumConst=98, SV=40, CEps=47.0629, QPEps=21.2499)
Iter 146: .........*(NumConst=99, SV=41, CEps=55.4706, QPEps=18.0197)
Iter 147: .........*(NumConst=99, SV=41, CEps=55.5559, QPEps=19.4586)
Iter 148: .........*(NumConst=99, SV=42, CEps=51.3090, QPEps=19.5948)
Iter 149: .........*(NumConst=96, SV=49, CEps=39.2074, QPEps=19.0244)
Iter 150: .........*(NumConst=95, SV=44, CEps=64.0616, QPEps=19.1999)
Iter 151: .........*(NumConst=94, SV=46, CEps=46.7527, QPEps=19.3477)
Iter 152: .........*(NumConst=94, SV=47, CEps=46.4581, QPEps=18.5726)
Iter 153: .........*(NumConst=95, SV=49, CEps=28.1339, QPEps=12.5931)
Iter 154: .........*(NumConst=95, SV=44, CEps=68.7271, QPEps=13.5814)
Iter 155: .........*(NumConst=96, SV=43, CEps=48.4934, QPEps=12.3414)
Iter 156: .........*(NumConst=96, SV=46, CEps=48.5783, QPEps=13.7952)
Iter 157: .........*(NumConst=94, SV=47, CEps=65.0810, QPEps=13.5821)
Iter 158: .........*(NumConst=93, SV=51, CEps=45.0366, QPEps=13.3011)
Iter 159: .........*(NumConst=93, SV=52, CEps=31.2570, QPEps=13.7379)
Iter 160: .........*(NumConst=93, SV=47, CEps=67.3775, QPEps=12.7082)
Iter 161: .........*(NumConst=93, SV=49, CEps=43.4586, QPEps=13.1394)
Iter 162: .........*(NumConst=94, SV=50, CEps=39.5156, QPEps=14.0487)
Iter 163: .........*(NumConst=95, SV=48, CEps=39.3963, QPEps=13.6607)
Iter 164: .........*(NumConst=95, SV=49, CEps=51.0788, QPEps=11.4509)
Iter 165: .........*(NumConst=96, SV=51, CEps=33.6982, QPEps=13.2464)
Iter 166: .........*(NumConst=95, SV=52, CEps=65.6290, QPEps=13.0254)
Iter 167: .........*(NumConst=96, SV=52, CEps=30.9554, QPEps=13.7925)
Iter 168: .........*(NumConst=97, SV=52, CEps=50.4542, QPEps=13.4305)
Iter 169: .........*(NumConst=98, SV=50, CEps=60.7304, QPEps=14.0453)
Iter 170: .........*(NumConst=96, SV=50, CEps=46.6103, QPEps=13.6677)
Iter 171: .........*(NumConst=97, SV=50, CEps=41.4683, QPEps=12.8398)
Iter 172: .........*(NumConst=97, SV=49, CEps=46.1511, QPEps=13.8723)
Iter 173: .........*(NumConst=96, SV=49, CEps=31.1691, QPEps=11.9248)
Iter 174: .........*(NumConst=97, SV=51, CEps=41.3207, QPEps=13.0716)
Iter 175: .........*(NumConst=98, SV=52, CEps=34.2567, QPEps=14.0399)
Iter 176: .........*(NumConst=99, SV=54, CEps=40.7856, QPEps=13.8105)
Iter 177: .........*(NumConst=99, SV=53, CEps=35.6934, QPEps=13.5823)
Iter 178: .........*(NumConst=98, SV=59, CEps=29.6407, QPEps=13.1442)
Iter 179: .........*(NumConst=98, SV=58, CEps=41.7962, QPEps=13.8989)
Iter 180: .........*(NumConst=99, SV=55, CEps=35.7924, QPEps=13.4171)
Iter 181: .........*(NumConst=100, SV=55, CEps=33.2376, QPEps=12.3320)
Iter 182: .........*(NumConst=101, SV=52, CEps=30.2355, QPEps=13.0521)
Iter 183: .........*(NumConst=102, SV=54, CEps=22.6396, QPEps=11.1320)
Iter 184: .........*(NumConst=102, SV=50, CEps=46.0915, QPEps=10.9610)
Iter 185: .........*(NumConst=102, SV=55, CEps=25.8298, QPEps=11.2353)
Iter 186: .........*(NumConst=103, SV=53, CEps=43.9413, QPEps=11.1240)
Iter 187: .........*(NumConst=101, SV=54, CEps=33.4227, QPEps=10.9524)
Iter 188: .........*(NumConst=102, SV=52, CEps=31.0973, QPEps=10.2037)
Iter 189: .........*(NumConst=103, SV=53, CEps=34.9504, QPEps=11.3018)
Iter 190: .........*(NumConst=103, SV=53, CEps=38.4871, QPEps=11.2197)
Iter 191: .........*(NumConst=103, SV=55, CEps=40.5300, QPEps=9.5340)
Iter 192: .........*(NumConst=104, SV=58, CEps=27.6090, QPEps=8.9609)
Iter 193: .........*(NumConst=105, SV=54, CEps=24.0991, QPEps=10.5563)
Iter 194: .........*(NumConst=106, SV=49, CEps=33.0221, QPEps=9.1612)
Iter 195: .........*(NumConst=106, SV=49, CEps=31.4009, QPEps=11.1533)
Iter 196: .........*(NumConst=106, SV=49, CEps=26.2897, QPEps=11.0347)
Iter 197: .........*(NumConst=106, SV=52, CEps=23.4562, QPEps=10.2314)
Iter 198: .........*(NumConst=107, SV=53, CEps=18.6060, QPEps=8.8109)
Iter 199: .........*(NumConst=107, SV=50, CEps=25.6552, QPEps=8.4512)
Iter 200: .........*(NumConst=108, SV=51, CEps=24.2658, QPEps=9.2061)
Iter 201: .........*(NumConst=108, SV=52, CEps=29.9739, QPEps=8.0628)
Iter 202: .........*(NumConst=108, SV=51, CEps=18.8567, QPEps=8.3477)
Iter 203: .........*(NumConst=107, SV=55, CEps=18.8686, QPEps=9.2383)
Iter 204: .........*(NumConst=108, SV=53, CEps=34.4229, QPEps=8.1085)
Iter 205: .........*(NumConst=109, SV=54, CEps=15.1773, QPEps=6.4964)
Iter 206: .........*(NumConst=109, SV=55, CEps=26.3866, QPEps=7.3241)
Iter 207: .........*(NumConst=110, SV=50, CEps=26.4167, QPEps=7.2016)
Iter 208: .........*(NumConst=110, SV=51, CEps=19.2211, QPEps=5.9869)
Iter 209: .........*(NumConst=109, SV=52, CEps=19.4975, QPEps=7.2567)
Iter 210: .........*(NumConst=109, SV=57, CEps=15.6684, QPEps=7.0414)
Iter 211: .........*(NumConst=109, SV=55, CEps=23.5841, QPEps=7.4225)
Iter 212: .........*(NumConst=108, SV=54, CEps=22.7817, QPEps=6.7283)
Iter 213: .........*(NumConst=109, SV=56, CEps=19.8720, QPEps=7.2881)
Iter 214: .........*(NumConst=110, SV=53, CEps=16.9993, QPEps=5.9791)
Iter 215: .........*(NumConst=110, SV=52, CEps=17.0575, QPEps=6.9792)
Iter 216: .........*(NumConst=111, SV=54, CEps=23.6229, QPEps=7.4437)
Iter 217: .........*(NumConst=110, SV=56, CEps=20.5107, QPEps=7.1929)
Iter 218: .........*(NumConst=111, SV=52, CEps=16.2206, QPEps=7.3747)
Iter 219: .........*(NumConst=111, SV=50, CEps=19.6443, QPEps=7.1875)
Iter 220: .........*(NumConst=112, SV=50, CEps=16.2607, QPEps=7.2551)
Iter 221: .........*(NumConst=113, SV=52, CEps=15.9240, QPEps=7.1901)
Iter 222: .........*(NumConst=114, SV=56, CEps=22.7891, QPEps=7.0865)
Iter 223: .........*(NumConst=114, SV=54, CEps=22.7973, QPEps=7.5316)
Iter 224: .........*(NumConst=114, SV=55, CEps=15.2185, QPEps=6.9762)
Iter 225: .........*(NumConst=115, SV=56, CEps=15.9171, QPEps=6.9591)
Iter 226: .........*(NumConst=116, SV=55, CEps=16.2142, QPEps=7.4159)
Iter 227: .........*(NumConst=117, SV=56, CEps=12.3068, QPEps=5.8048)
Iter 228: .........*(NumConst=116, SV=55, CEps=20.0644, QPEps=5.9972)
Iter 229: .........*(NumConst=116, SV=59, CEps=12.2392, QPEps=5.1327)
Iter 230: .........*(NumConst=116, SV=58, CEps=21.8473, QPEps=5.6686)
Iter 231: .........*(NumConst=116, SV=56, CEps=14.6987, QPEps=5.8242)
Iter 232: .........*(NumConst=116, SV=56, CEps=18.9261, QPEps=5.1871)
Iter 233: .........*(NumConst=115, SV=57, CEps=14.8426, QPEps=5.0967)
Iter 234: .........*(NumConst=116, SV=55, CEps=15.0422, QPEps=6.0500)
Iter 235: .........*(NumConst=116, SV=54, CEps=13.1338, QPEps=4.9579)
Iter 236: .........*(NumConst=117, SV=55, CEps=14.8956, QPEps=5.1707)
Iter 237: .........*(NumConst=117, SV=54, CEps=17.8729, QPEps=5.8330)
Iter 238: .........*(NumConst=118, SV=55, CEps=10.7305, QPEps=5.0661)
Iter 239: .........*(NumConst=117, SV=58, CEps=13.4906, QPEps=5.2313)
Iter 240: .........*(NumConst=116, SV=58, CEps=16.1569, QPEps=5.3371)
Iter 241: .........*(NumConst=117, SV=57, CEps=12.8188, QPEps=4.5989)
Iter 242: .........*(NumConst=116, SV=60, CEps=10.3518, QPEps=4.7434)
Iter 243: .........*(NumConst=116, SV=62, CEps=26.9723, QPEps=5.1424)
Iter 244: .........*(NumConst=116, SV=59, CEps=18.5976, QPEps=4.9387)
Iter 245: .........*(NumConst=117, SV=61, CEps=16.3754, QPEps=4.3389)
Iter 246: .........*(NumConst=118, SV=60, CEps=15.3254, QPEps=4.8528)
Iter 247: .........*(NumConst=118, SV=63, CEps=16.8032, QPEps=4.6768)
Iter 248: .........*(NumConst=119, SV=59, CEps=11.8877, QPEps=2.6825)
Iter 249: .........*(NumConst=120, SV=62, CEps=10.5019, QPEps=5.1578)
Iter 250: .........*(NumConst=120, SV=63, CEps=10.1350, QPEps=4.7319)
Iter 251: .........*(NumConst=121, SV=62, CEps=11.2463, QPEps=4.9333)
Iter 252: .........*(NumConst=121, SV=60, CEps=11.3997, QPEps=4.4299)
Iter 253: .........*(NumConst=118, SV=64, CEps=14.1290, QPEps=4.9523)
Iter 254: .........*(NumConst=119, SV=67, CEps=10.3311, QPEps=4.3925)
Iter 255: .........*(NumConst=119, SV=67, CEps=10.6618, QPEps=3.9341)
Iter 256: .........*(NumConst=116, SV=59, CEps=8.9975, QPEps=4.1947)
Iter 257: .........*(NumConst=116, SV=60, CEps=12.2607, QPEps=4.2872)
Iter 258: .........*(NumConst=117, SV=61, CEps=7.2299, QPEps=3.5092)
Iter 259: .........*(NumConst=117, SV=63, CEps=11.3237, QPEps=2.9638)
Iter 260: .........*(NumConst=118, SV=66, CEps=12.7258, QPEps=3.5495)
Iter 261: .........*(NumConst=117, SV=65, CEps=13.7493, QPEps=3.6069)
Iter 262: .........*(NumConst=118, SV=63, CEps=9.9964, QPEps=3.2921)
Iter 263: .........*(NumConst=117, SV=62, CEps=7.3593, QPEps=3.4348)
Iter 264: .........*(NumConst=117, SV=66, CEps=7.9824, QPEps=3.5405)
Iter 265: .........*(NumConst=118, SV=61, CEps=11.7314, QPEps=3.4961)
Iter 266: .........*(NumConst=119, SV=64, CEps=8.9666, QPEps=3.4109)
Iter 267: .........*(NumConst=117, SV=65, CEps=9.3872, QPEps=3.6048)
Iter 268: .........*(NumConst=115, SV=61, CEps=7.2462, QPEps=3.5822)
Iter 269: .........*(NumConst=114, SV=66, CEps=9.3666, QPEps=3.5842)
Iter 270: .........*(NumConst=115, SV=65, CEps=7.1640, QPEps=3.4990)
Iter 271: .........*(NumConst=116, SV=64, CEps=7.5036, QPEps=3.5228)
Iter 272: .........*(NumConst=116, SV=63, CEps=10.4519, QPEps=3.5275)
Iter 273: .........*(NumConst=115, SV=59, CEps=9.4707, QPEps=3.2777)
Iter 274: .........*(NumConst=116, SV=61, CEps=8.0421, QPEps=3.4174)
Iter 275: .........*(NumConst=117, SV=63, CEps=7.3038, QPEps=3.4861)
Iter 276: .........*(NumConst=118, SV=64, CEps=6.8638, QPEps=3.3580)
Iter 277: .........*(NumConst=118, SV=68, CEps=6.5303, QPEps=3.0678)
Iter 278: .........*(NumConst=119, SV=67, CEps=6.7824, QPEps=3.2356)
Iter 279: .........*(NumConst=119, SV=64, CEps=7.3684, QPEps=3.2343)
Iter 280: .........*(NumConst=119, SV=66, CEps=6.9568, QPEps=3.1971)
Iter 281: .........*(NumConst=120, SV=67, CEps=6.6621, QPEps=3.0350)
Iter 282: .........*(NumConst=119, SV=70, CEps=6.1296, QPEps=2.9338)
Iter 283: .........*(NumConst=120, SV=70, CEps=5.3969, QPEps=2.6299)
Iter 284: .........*(NumConst=120, SV=68, CEps=6.9374, QPEps=2.5505)
Iter 285: .........*(NumConst=121, SV=68, CEps=6.7440, QPEps=2.4106)
Iter 286: .........*(NumConst=122, SV=72, CEps=4.4105, QPEps=2.1897)
Iter 287: .........*(NumConst=122, SV=68, CEps=7.4000, QPEps=2.1317)
Iter 288: .........*(NumConst=122, SV=73, CEps=9.7392, QPEps=2.1994)
Iter 289: .........*(NumConst=123, SV=73, CEps=8.0762, QPEps=2.1340)
Iter 290: .........*(NumConst=124, SV=72, CEps=6.3403, QPEps=1.9938)
Iter 291: .........*(NumConst=124, SV=70, CEps=6.7573, QPEps=2.0791)
Iter 292: .........*(NumConst=124, SV=73, CEps=5.7127, QPEps=2.1691)
Iter 293: .........*(NumConst=125, SV=71, CEps=8.1864, QPEps=2.0685)
Iter 294: .........*(NumConst=126, SV=71, CEps=6.9763, QPEps=2.1874)
Iter 295: .........*(NumConst=126, SV=72, CEps=5.4466, QPEps=2.1431)
Iter 296: .........*(NumConst=127, SV=79, CEps=5.9356, QPEps=2.1382)
Iter 297: .........*(NumConst=128, SV=75, CEps=8.0487, QPEps=1.9307)
Iter 298: .........*(NumConst=129, SV=71, CEps=5.4342, QPEps=2.0274)
Iter 299: .........*(NumConst=127, SV=76, CEps=4.7095, QPEps=2.0668)
Iter 300: .........*(NumConst=128, SV=76, CEps=10.0182, QPEps=1.9992)
Iter 301: .........*(NumConst=127, SV=71, CEps=5.5317, QPEps=2.1304)
Iter 302: .........*(NumConst=127, SV=75, CEps=5.5769, QPEps=2.1304)
Iter 303: .........*(NumConst=128, SV=74, CEps=6.5051, QPEps=1.9479)
Iter 304: .........*(NumConst=127, SV=76, CEps=5.0626, QPEps=1.7983)
Iter 305: .........*(NumConst=124, SV=73, CEps=4.2288, QPEps=1.6233)
Iter 306: .........*(NumConst=124, SV=72, CEps=4.6858, QPEps=1.9018)
Iter 307: .........*(NumConst=125, SV=73, CEps=6.0626, QPEps=1.9868)
Iter 308: .........*(NumConst=126, SV=76, CEps=7.7631, QPEps=2.0331)
Iter 309: .........*(NumConst=127, SV=75, CEps=3.8993, QPEps=1.7984)
Iter 310: .........*(NumConst=127, SV=75, CEps=6.6152, QPEps=1.7608)
Iter 311: .........*(NumConst=127, SV=76, CEps=5.8376, QPEps=1.9475)
Iter 312: .........*(NumConst=128, SV=77, CEps=4.5565, QPEps=1.8847)
Iter 313: .........*(NumConst=128, SV=79, CEps=4.8200, QPEps=1.9048)
Iter 314: .........*(NumConst=127, SV=76, CEps=6.6118, QPEps=1.8435)
Iter 315: .........*(NumConst=128, SV=80, CEps=4.0812, QPEps=1.8177)
Iter 316: .........*(NumConst=128, SV=78, CEps=6.9947, QPEps=1.8814)
Iter 317: .........*(NumConst=128, SV=75, CEps=7.2736, QPEps=1.9253)
Iter 318: .........*(NumConst=129, SV=73, CEps=6.8654, QPEps=1.9414)
Iter 319: .........*(NumConst=128, SV=71, CEps=3.4055, QPEps=1.6531)
Iter 320: .........*(NumConst=128, SV=70, CEps=4.5757, QPEps=1.3108)
Iter 321: .........*(NumConst=127, SV=74, CEps=3.5880, QPEps=1.7001)
Iter 322: .........*(NumConst=128, SV=76, CEps=4.0350, QPEps=1.3291)
Iter 323: .........*(NumConst=129, SV=73, CEps=4.3952, QPEps=1.3228)
Iter 324: .........*(NumConst=130, SV=75, CEps=2.4084, QPEps=1.1787)
Iter 325: .........*(NumConst=131, SV=76, CEps=3.9096, QPEps=1.0482)
Iter 326: .........*(NumConst=132, SV=76, CEps=3.5053, QPEps=0.9535)
Iter 327: .........*(NumConst=132, SV=75, CEps=3.7197, QPEps=1.0911)
Iter 328: .........*(NumConst=132, SV=73, CEps=2.9657, QPEps=1.1504)
Iter 329: .........*(NumConst=133, SV=73, CEps=4.2118, QPEps=1.1912)
Iter 330: .........*(NumConst=134, SV=70, CEps=3.4951, QPEps=1.1932)
Iter 331: .........*(NumConst=135, SV=74, CEps=2.7568, QPEps=1.1551)
Iter 332: .........*(NumConst=135, SV=74, CEps=3.9805, QPEps=1.1768)
Iter 333: .........*(NumConst=136, SV=76, CEps=3.2190, QPEps=1.1061)
Iter 334: .........*(NumConst=137, SV=75, CEps=2.6057, QPEps=1.1967)
Iter 335: .........*(NumConst=137, SV=76, CEps=2.7305, QPEps=1.1920)
Iter 336: .........*(NumConst=133, SV=76, CEps=3.0639, QPEps=1.2025)
Iter 337: .........*(NumConst=134, SV=81, CEps=3.4724, QPEps=1.1801)
Iter 338: .........*(NumConst=135, SV=81, CEps=2.4914, QPEps=1.1345)
Iter 339: .........*(NumConst=135, SV=77, CEps=2.2984, QPEps=0.9594)
Iter 340: .........*(NumConst=135, SV=74, CEps=2.9078, QPEps=1.0746)
Iter 341: .........*(NumConst=134, SV=76, CEps=2.9756, QPEps=1.1115)
Iter 342: .........*(NumConst=134, SV=80, CEps=3.1665, QPEps=0.8945)
Iter 343: .........*(NumConst=134, SV=77, CEps=2.8083, QPEps=1.0920)
Iter 344: .........*(NumConst=134, SV=78, CEps=3.7780, QPEps=1.1477)
Iter 345: .........*(NumConst=135, SV=80, CEps=3.2726, QPEps=1.0915)
Iter 346: .........*(NumConst=135, SV=82, CEps=3.1679, QPEps=1.1364)
Iter 347: .........*(NumConst=136, SV=82, CEps=2.6564, QPEps=1.0588)
Iter 348: .........*(NumConst=135, SV=82, CEps=2.6708, QPEps=1.0063)
Iter 349: .........*(NumConst=135, SV=81, CEps=3.0273, QPEps=1.1112)
Iter 350: .........*(NumConst=135, SV=81, CEps=1.8399, QPEps=0.8454)
Iter 351: .........*(NumConst=136, SV=84, CEps=2.0678, QPEps=0.9155)
Iter 352: .........*(NumConst=136, SV=84, CEps=2.1550, QPEps=0.7100)
Iter 353: .........*(NumConst=137, SV=82, CEps=2.6109, QPEps=0.9019)
Iter 354: .........*(NumConst=138, SV=81, CEps=2.6047, QPEps=0.8314)
Iter 355: .........*(NumConst=139, SV=80, CEps=1.9623, QPEps=0.9116)
Iter 356: .........*(NumConst=139, SV=80, CEps=1.8855, QPEps=0.9184)
Iter 357: .........*(NumConst=140, SV=81, CEps=1.7638, QPEps=0.7524)
Iter 358: .........*(NumConst=141, SV=84, CEps=1.9900, QPEps=0.7529)
Iter 359: .........*(NumConst=142, SV=83, CEps=3.4441, QPEps=0.8519)
Iter 360: .........*(NumConst=142, SV=82, CEps=2.3421, QPEps=0.8508)
Iter 361: .........*(NumConst=143, SV=83, CEps=2.6800, QPEps=0.8185)
Iter 362: .........*(NumConst=143, SV=84, CEps=2.2261, QPEps=0.8673)
Iter 363: .........*(NumConst=143, SV=83, CEps=1.6477, QPEps=0.8043)
Iter 364: .........*(NumConst=142, SV=85, CEps=4.1550, QPEps=0.7806)
Iter 365: .........*(NumConst=138, SV=84, CEps=2.2213, QPEps=0.7449)
Iter 366: .........*(NumConst=136, SV=84, CEps=2.0597, QPEps=0.7808)
Iter 367: .........*(NumConst=137, SV=84, CEps=2.6115, QPEps=0.7167)
Iter 368: .........*(NumConst=136, SV=85, CEps=2.3267, QPEps=0.8065)
Iter 369: .........*(NumConst=137, SV=85, CEps=1.3173, QPEps=0.6459)
Iter 370: .........*(NumConst=136, SV=84, CEps=2.5995, QPEps=0.6507)
Iter 371: .........*(NumConst=137, SV=85, CEps=2.4012, QPEps=0.6297)
Iter 372: .........*(NumConst=137, SV=84, CEps=2.1117, QPEps=0.6476)
Iter 373: .........*(NumConst=137, SV=88, CEps=1.6021, QPEps=0.6515)
Iter 374: .........*(NumConst=137, SV=92, CEps=2.5526, QPEps=0.5778)
Iter 375: .........*(NumConst=137, SV=88, CEps=2.6656, QPEps=0.6171)
Iter 376: .........*(NumConst=137, SV=88, CEps=1.8730, QPEps=0.6578)
Iter 377: .........*(NumConst=137, SV=86, CEps=2.5063, QPEps=0.6552)
Iter 378: .........*(NumConst=138, SV=86, CEps=1.5793, QPEps=0.6300)
Iter 379: .........*(NumConst=138, SV=89, CEps=2.4863, QPEps=0.6022)
Iter 380: .........*(NumConst=139, SV=88, CEps=2.3736, QPEps=0.5964)
Iter 381: .........*(NumConst=138, SV=90, CEps=1.9989, QPEps=0.6533)
Iter 382: .........*(NumConst=139, SV=90, CEps=2.1930, QPEps=0.6176)
Iter 383: .........*(NumConst=139, SV=90, CEps=1.3618, QPEps=0.5755)
Iter 384: .........*(NumConst=139, SV=92, CEps=2.7301, QPEps=0.6577)
Iter 385: .........*(NumConst=139, SV=88, CEps=2.0443, QPEps=0.5840)
Iter 386: .........*(NumConst=140, SV=84, CEps=1.7260, QPEps=0.6425)
Iter 387: .........*(NumConst=141, SV=90, CEps=1.7401, QPEps=0.6499)
Iter 388: .........*(NumConst=140, SV=89, CEps=1.7317, QPEps=0.5668)
Iter 389: .........*(NumConst=140, SV=91, CEps=1.6537, QPEps=0.5956)
Iter 390: .........*(NumConst=140, SV=91, CEps=1.6958, QPEps=0.6555)
Iter 391: .........*(NumConst=141, SV=91, CEps=1.6769, QPEps=0.6517)
Iter 392: .........*(NumConst=141, SV=91, CEps=1.1315, QPEps=0.5305)
Iter 393: .........*(NumConst=141, SV=90, CEps=1.5898, QPEps=0.5489)
Iter 394: .........*(NumConst=141, SV=90, CEps=1.6901, QPEps=0.4835)
Iter 395: .........*(NumConst=142, SV=92, CEps=1.2190, QPEps=0.5420)
Iter 396: .........*(NumConst=143, SV=91, CEps=1.5139, QPEps=0.5111)
Iter 397: .........*(NumConst=142, SV=91, CEps=1.8769, QPEps=0.5647)
Iter 398: .........*(NumConst=142, SV=86, CEps=1.6681, QPEps=0.5615)
Iter 399: .........*(NumConst=143, SV=94, CEps=1.3755, QPEps=0.5546)
Iter 400: .........*(NumConst=144, SV=94, CEps=1.3512, QPEps=0.5202)
Iter 401: .........*(NumConst=144, SV=90, CEps=1.2943, QPEps=0.5031)
Iter 402: .........*(NumConst=143, SV=95, CEps=1.0296, QPEps=0.4856)
Iter 403: .........*(NumConst=144, SV=89, CEps=1.3976, QPEps=0.5107)
Iter 404: .........(NumConst=144, SV=89, CEps=0.9583, QPEps=0.5107)
Final epsilon on KKT-Conditions: 0.95829
Upper bound on duality gap: 0.56605
Dual objective value: dval=237.61493
Primal objective value: pval=238.18098
Total number of constraints in final working set: 144 (of 403)
Number of iterations: 404
Number of calls to 'find_most_violated_constraint': 72720
Number of SV: 89 
Norm of weight vector: |w|=2.32808
Value of slack variable (on working set): xi=469.98981
Value of slack variable (global): xi=470.94199
Norm of longest difference vector: ||Psi(x,y)-Psi(x,ybar)||=3167.10086
Runtime in cpu-seconds: 10.33
Compacting linear model...done
Writing learned model...done