Reading training examples...done Training set properties: 104 features, 180 rankings, 15470 examples NOTE: Adjusted stopping criterion relative to maximum loss: eps=0.975389 Iter 1: .........*(NumConst=1, SV=1, CEps=975.3889, QPEps=0.0000) Iter 2: .........*(NumConst=2, SV=2, CEps=749.1830, QPEps=0.0000) Iter 3: .........*(NumConst=3, SV=2, CEps=1127.9248, QPEps=0.0012) Iter 4: .........*(NumConst=4, SV=4, CEps=1055.1337, QPEps=0.0015) Iter 5: .........*(NumConst=5, SV=5, CEps=2053.7796, QPEps=0.0009) Iter 6: .........*(NumConst=6, SV=5, CEps=2154.5614, QPEps=0.0004) Iter 7: .........*(NumConst=7, SV=6, CEps=1639.3241, QPEps=0.0040) Iter 8: .........*(NumConst=8, SV=6, CEps=3953.2624, QPEps=7.1048) Iter 9: .........*(NumConst=9, SV=7, CEps=1953.3057, QPEps=12.0706) Iter 10: .........*(NumConst=10, SV=8, CEps=3644.3367, QPEps=18.1975) Iter 11: .........*(NumConst=11, SV=8, CEps=2731.3793, QPEps=0.1026) Iter 12: .........*(NumConst=12, SV=9, CEps=2146.0191, QPEps=0.0023) Iter 13: .........*(NumConst=13, SV=8, CEps=1466.5803, QPEps=0.0020) Iter 14: .........*(NumConst=14, SV=9, CEps=1661.6182, QPEps=0.0002) Iter 15: .........*(NumConst=15, SV=9, CEps=1318.8169, QPEps=0.0006) Iter 16: .........*(NumConst=16, SV=9, CEps=2056.7388, QPEps=0.0109) Iter 17: .........*(NumConst=17, SV=9, CEps=2765.8108, QPEps=0.0021) Iter 18: .........*(NumConst=18, SV=10, CEps=1791.5273, QPEps=0.0048) Iter 19: .........*(NumConst=19, SV=12, CEps=3076.9608, QPEps=41.6706) Iter 20: .........*(NumConst=20, SV=11, CEps=3701.5703, QPEps=19.6388) Iter 21: .........*(NumConst=21, SV=11, CEps=1834.9049, QPEps=39.4383) Iter 22: .........*(NumConst=22, SV=14, CEps=1736.7462, QPEps=46.5826) Iter 23: .........*(NumConst=23, SV=12, CEps=3072.4078, QPEps=35.0537) Iter 24: .........*(NumConst=24, SV=12, CEps=1878.2304, QPEps=48.0796) Iter 25: .........*(NumConst=25, SV=14, CEps=1795.0550, QPEps=34.3034) Iter 26: .........*(NumConst=26, SV=14, CEps=5892.2508, QPEps=45.8967) Iter 27: .........*(NumConst=27, SV=15, CEps=2316.9286, QPEps=44.9798) Iter 28: .........*(NumConst=28, SV=15, CEps=2637.1383, QPEps=49.9485) Iter 29: .........*(NumConst=29, SV=17, CEps=2458.8320, QPEps=49.4383) Iter 30: .........*(NumConst=30, SV=15, CEps=2806.9115, QPEps=47.5273) Iter 31: .........*(NumConst=31, SV=17, CEps=1686.9556, QPEps=35.5559) Iter 32: .........*(NumConst=32, SV=16, CEps=1600.2780, QPEps=48.8897) Iter 33: .........*(NumConst=33, SV=16, CEps=1608.0316, QPEps=42.9436) Iter 34: .........*(NumConst=34, SV=19, CEps=1063.5823, QPEps=45.7844) Iter 35: .........*(NumConst=35, SV=19, CEps=1814.6085, QPEps=49.9323) Iter 36: .........*(NumConst=36, SV=16, CEps=1513.1544, QPEps=32.6362) Iter 37: .........*(NumConst=37, SV=18, CEps=756.0505, QPEps=32.7216) Iter 38: .........*(NumConst=38, SV=19, CEps=792.1985, QPEps=47.4118) Iter 39: .........*(NumConst=39, SV=20, CEps=680.2255, QPEps=49.9170) Iter 40: .........*(NumConst=40, SV=21, CEps=645.4217, QPEps=49.4682) Iter 41: .........*(NumConst=41, SV=24, CEps=673.9911, QPEps=45.4577) Iter 42: .........*(NumConst=42, SV=21, CEps=824.3537, QPEps=48.3575) Iter 43: .........*(NumConst=43, SV=21, CEps=526.4456, QPEps=48.5029) Iter 44: .........*(NumConst=44, SV=25, CEps=351.3303, QPEps=48.6446) Iter 45: .........*(NumConst=45, SV=28, CEps=415.2629, QPEps=46.7683) Iter 46: .........*(NumConst=46, SV=26, CEps=420.1332, QPEps=48.0607) Iter 47: .........*(NumConst=47, SV=26, CEps=326.8020, QPEps=48.9980) Iter 48: .........*(NumConst=48, SV=26, CEps=425.4053, QPEps=41.6073) Iter 49: .........*(NumConst=49, SV=24, CEps=382.6742, QPEps=45.9165) Iter 50: .........*(NumConst=50, SV=27, CEps=297.5417, QPEps=48.3689) Iter 51: .........*(NumConst=51, SV=22, CEps=300.1456, QPEps=46.0710) Iter 52: .........*(NumConst=52, SV=23, CEps=538.2075, QPEps=46.7430) Iter 53: .........*(NumConst=53, SV=25, CEps=363.0330, QPEps=49.5993) Iter 54: .........*(NumConst=54, SV=26, CEps=360.1639, QPEps=36.6966) Iter 55: .........*(NumConst=55, SV=27, CEps=518.9839, QPEps=46.0456) Iter 56: .........*(NumConst=56, SV=25, CEps=330.3560, QPEps=43.5897) Iter 57: .........*(NumConst=56, SV=24, CEps=339.5528, QPEps=48.2881) Iter 58: .........*(NumConst=57, SV=25, CEps=318.0677, QPEps=45.8246) Iter 59: .........*(NumConst=58, SV=25, CEps=288.4740, QPEps=49.9897) Iter 60: .........*(NumConst=59, SV=26, CEps=370.5956, QPEps=49.8850) Iter 61: .........*(NumConst=60, SV=27, CEps=271.3453, QPEps=41.5170) Iter 62: .........*(NumConst=61, SV=29, CEps=327.8881, QPEps=46.1803) Iter 63: .........*(NumConst=61, SV=27, CEps=367.5282, QPEps=49.2734) Iter 64: .........*(NumConst=61, SV=27, CEps=315.6120, QPEps=45.7729) Iter 65: .........*(NumConst=62, SV=29, CEps=366.9023, QPEps=49.8796) Iter 66: .........*(NumConst=62, SV=29, CEps=340.8717, QPEps=49.8679) Iter 67: .........*(NumConst=63, SV=30, CEps=305.5018, QPEps=47.9847) Iter 68: .........*(NumConst=64, SV=33, CEps=397.9264, QPEps=49.4126) Iter 69: .........*(NumConst=64, SV=29, CEps=319.1471, QPEps=48.7949) Iter 70: .........*(NumConst=65, SV=28, CEps=218.0122, QPEps=48.4193) Iter 71: .........*(NumConst=66, SV=32, CEps=211.8782, QPEps=49.2654) Iter 72: .........*(NumConst=67, SV=31, CEps=291.3467, QPEps=48.0123) Iter 73: .........*(NumConst=68, SV=30, CEps=261.2588, QPEps=49.6183) Iter 74: .........*(NumConst=69, SV=33, CEps=212.7278, QPEps=47.3548) Iter 75: .........*(NumConst=70, SV=33, CEps=195.0567, QPEps=48.4497) Iter 76: .........*(NumConst=71, SV=38, CEps=204.4782, QPEps=49.7108) Iter 77: .........*(NumConst=71, SV=33, CEps=225.5442, QPEps=40.8430) Iter 78: .........*(NumConst=72, SV=37, CEps=178.5953, QPEps=43.0902) Iter 79: .........*(NumConst=72, SV=38, CEps=227.9389, QPEps=49.1222) Iter 80: .........*(NumConst=73, SV=38, CEps=180.6846, QPEps=47.5889) Iter 81: .........*(NumConst=73, SV=35, CEps=194.1916, QPEps=49.6955) Iter 82: .........*(NumConst=74, SV=36, CEps=132.1777, QPEps=48.9896) Iter 83: .........*(NumConst=75, SV=37, CEps=199.5924, QPEps=46.1309) Iter 84: .........*(NumConst=75, SV=36, CEps=226.3114, QPEps=44.1864) Iter 85: .........*(NumConst=76, SV=31, CEps=197.2634, QPEps=48.5211) Iter 86: .........*(NumConst=77, SV=34, CEps=142.0903, QPEps=49.4326) Iter 87: .........*(NumConst=78, SV=35, CEps=151.3285, QPEps=45.0957) Iter 88: .........*(NumConst=78, SV=38, CEps=223.6441, QPEps=49.6848) Iter 89: .........*(NumConst=79, SV=32, CEps=223.7321, QPEps=49.2308) Iter 90: .........*(NumConst=80, SV=32, CEps=173.3922, QPEps=46.5118) Iter 91: .........*(NumConst=81, SV=30, CEps=164.8031, QPEps=44.8893) Iter 92: .........*(NumConst=82, SV=34, CEps=172.6673, QPEps=49.5725) Iter 93: .........*(NumConst=82, SV=35, CEps=142.3875, QPEps=47.2078) Iter 94: .........*(NumConst=83, SV=37, CEps=114.0790, QPEps=47.3293) Iter 95: .........*(NumConst=83, SV=38, CEps=211.9590, QPEps=47.3726) Iter 96: .........*(NumConst=84, SV=35, CEps=178.4599, QPEps=47.7865) Iter 97: .........*(NumConst=85, SV=35, CEps=133.4699, QPEps=48.3094) Iter 98: .........*(NumConst=85, SV=33, CEps=150.1992, QPEps=45.4484) Iter 99: .........*(NumConst=86, SV=37, CEps=177.2736, QPEps=44.8015) Iter 100: .........*(NumConst=85, SV=33, CEps=113.7544, QPEps=49.0696) Iter 101: .........*(NumConst=86, SV=33, CEps=118.1162, QPEps=34.9021) Iter 102: .........*(NumConst=86, SV=35, CEps=160.4128, QPEps=47.1535) Iter 103: .........*(NumConst=87, SV=37, CEps=123.4912, QPEps=44.6796) Iter 104: .........*(NumConst=88, SV=40, CEps=125.2315, QPEps=48.5094) Iter 105: .........*(NumConst=89, SV=40, CEps=158.7043, QPEps=48.1329) Iter 106: .........*(NumConst=89, SV=40, CEps=94.2244, QPEps=47.0095) Iter 107: .........*(NumConst=89, SV=43, CEps=114.0732, QPEps=41.8354) Iter 108: .........*(NumConst=89, SV=42, CEps=222.0801, QPEps=44.9775) Iter 109: .........*(NumConst=90, SV=42, CEps=154.2746, QPEps=46.7535) Iter 110: .........*(NumConst=91, SV=41, CEps=204.0187, QPEps=46.5196) Iter 111: .........*(NumConst=90, SV=40, CEps=158.3765, QPEps=43.4075) Iter 112: .........*(NumConst=90, SV=41, CEps=196.8084, QPEps=46.4637) Iter 113: .........*(NumConst=91, SV=43, CEps=118.6192, QPEps=39.9109) Iter 114: .........*(NumConst=90, SV=40, CEps=186.7961, QPEps=46.9825) Iter 115: .........*(NumConst=91, SV=39, CEps=128.7407, QPEps=47.1006) Iter 116: .........*(NumConst=92, SV=41, CEps=151.6580, QPEps=44.5193) Iter 117: .........*(NumConst=92, SV=41, CEps=140.8698, QPEps=44.3232) Iter 118: .........*(NumConst=92, SV=43, CEps=133.5070, QPEps=46.5121) Iter 119: .........*(NumConst=93, SV=40, CEps=121.9257, QPEps=42.9952) Iter 120: .........*(NumConst=94, SV=36, CEps=126.8909, QPEps=45.3501) Iter 121: .........*(NumConst=94, SV=40, CEps=86.2221, QPEps=36.9457) Iter 122: .........*(NumConst=95, SV=40, CEps=148.8225, QPEps=42.9862) Iter 123: .........*(NumConst=96, SV=39, CEps=146.3394, QPEps=38.9630) Iter 124: .........*(NumConst=97, SV=39, CEps=105.5011, QPEps=42.7408) Iter 125: .........*(NumConst=97, SV=40, CEps=86.8709, QPEps=40.1795) Iter 126: .........*(NumConst=95, SV=43, CEps=93.1673, QPEps=37.7574) Iter 127: .........*(NumConst=95, SV=46, CEps=99.9037, QPEps=43.0302) Iter 128: .........*(NumConst=95, SV=42, CEps=156.5212, QPEps=42.7118) Iter 129: .........*(NumConst=93, SV=41, CEps=99.8364, QPEps=42.2426) Iter 130: .........*(NumConst=92, SV=42, CEps=117.2177, QPEps=42.7766) Iter 131: .........*(NumConst=93, SV=43, CEps=111.6041, QPEps=43.0569) Iter 132: .........*(NumConst=92, SV=43, CEps=83.6896, QPEps=39.5737) Iter 133: .........*(NumConst=91, SV=46, CEps=87.9887, QPEps=40.8003) Iter 134: .........*(NumConst=91, SV=46, CEps=140.6658, QPEps=41.4979) Iter 135: .........*(NumConst=92, SV=48, CEps=87.2495, QPEps=41.2871) Iter 136: .........*(NumConst=93, SV=50, CEps=124.8591, QPEps=41.7411) Iter 137: .........*(NumConst=94, SV=50, CEps=76.0949, QPEps=35.6180) Iter 138: .........*(NumConst=93, SV=50, CEps=99.5602, QPEps=36.3071) Iter 139: .........*(NumConst=94, SV=50, CEps=81.8528, QPEps=36.7527) Iter 140: .........*(NumConst=93, SV=49, CEps=93.6176, QPEps=37.2867) Iter 141: .........*(NumConst=94, SV=49, CEps=99.3935, QPEps=33.0116) Iter 142: .........*(NumConst=95, SV=52, CEps=70.9234, QPEps=34.7932) Iter 143: .........*(NumConst=96, SV=49, CEps=94.1709, QPEps=35.4274) Iter 144: .........*(NumConst=96, SV=47, CEps=89.0875, QPEps=35.2431) Iter 145: .........*(NumConst=95, SV=51, CEps=71.6769, QPEps=33.2224) Iter 146: .........*(NumConst=96, SV=50, CEps=82.1057, QPEps=33.4158) Iter 147: .........*(NumConst=97, SV=52, CEps=110.4447, QPEps=35.3068) Iter 148: .........*(NumConst=98, SV=51, CEps=89.2421, QPEps=35.2880) Iter 149: .........*(NumConst=99, SV=52, CEps=86.5915, QPEps=34.9662) Iter 150: .........*(NumConst=100, SV=55, CEps=66.2638, QPEps=33.0040) Iter 151: .........*(NumConst=100, SV=55, CEps=116.0035, QPEps=30.7317) Iter 152: .........*(NumConst=101, SV=54, CEps=92.9429, QPEps=29.4196) Iter 153: .........*(NumConst=101, SV=54, CEps=81.6545, QPEps=32.9804) Iter 154: .........*(NumConst=100, SV=58, CEps=68.5317, QPEps=31.8329) Iter 155: .........*(NumConst=101, SV=58, CEps=100.6447, QPEps=31.4922) Iter 156: .........*(NumConst=102, SV=55, CEps=96.7148, QPEps=32.7596) Iter 157: .........*(NumConst=102, SV=54, CEps=68.4031, QPEps=32.9257) Iter 158: .........*(NumConst=102, SV=57, CEps=62.4020, QPEps=26.5971) Iter 159: .........*(NumConst=103, SV=56, CEps=50.6377, QPEps=25.2477) Iter 160: .........*(NumConst=103, SV=56, CEps=102.3955, QPEps=25.0698) Iter 161: .........*(NumConst=104, SV=55, CEps=68.1349, QPEps=25.1269) Iter 162: .........*(NumConst=104, SV=56, CEps=72.6190, QPEps=24.5689) Iter 163: .........*(NumConst=104, SV=56, CEps=68.8403, QPEps=21.4891) Iter 164: .........*(NumConst=103, SV=56, CEps=62.0125, QPEps=24.7143) Iter 165: .........*(NumConst=103, SV=54, CEps=61.9891, QPEps=24.5159) Iter 166: .........*(NumConst=104, SV=56, CEps=70.3712, QPEps=24.3864) Iter 167: .........*(NumConst=105, SV=57, CEps=70.3896, QPEps=24.0877) Iter 168: .........*(NumConst=105, SV=55, CEps=47.9222, QPEps=22.0412) Iter 169: .........*(NumConst=105, SV=55, CEps=51.3278, QPEps=23.6552) Iter 170: .........*(NumConst=106, SV=58, CEps=57.4354, QPEps=23.8245) Iter 171: .........*(NumConst=107, SV=55, CEps=71.3934, QPEps=23.7935) Iter 172: .........*(NumConst=107, SV=57, CEps=77.5512, QPEps=22.7843) Iter 173: .........*(NumConst=108, SV=58, CEps=67.5111, QPEps=23.4896) Iter 174: .........*(NumConst=109, SV=59, CEps=58.0240, QPEps=23.0193) Iter 175: .........*(NumConst=109, SV=56, CEps=51.2625, QPEps=23.7545) Iter 176: .........*(NumConst=110, SV=58, CEps=42.4931, QPEps=19.5447) Iter 177: .........*(NumConst=111, SV=56, CEps=66.8220, QPEps=20.9135) Iter 178: .........*(NumConst=112, SV=54, CEps=63.6050, QPEps=21.1424) Iter 179: .........*(NumConst=113, SV=57, CEps=42.7472, QPEps=20.6635) Iter 180: .........*(NumConst=113, SV=57, CEps=52.4775, QPEps=20.0519) Iter 181: .........*(NumConst=114, SV=57, CEps=44.2481, QPEps=21.0128) Iter 182: .........*(NumConst=114, SV=64, CEps=37.2391, QPEps=16.9754) Iter 183: .........*(NumConst=113, SV=64, CEps=64.6392, QPEps=18.2395) Iter 184: .........*(NumConst=113, SV=59, CEps=65.9481, QPEps=18.4104) Iter 185: .........*(NumConst=113, SV=60, CEps=36.0646, QPEps=17.6983) Iter 186: .........*(NumConst=113, SV=61, CEps=64.4489, QPEps=18.0221) Iter 187: .........*(NumConst=113, SV=65, CEps=46.0299, QPEps=17.3940) Iter 188: .........*(NumConst=113, SV=67, CEps=51.2656, QPEps=16.9191) Iter 189: .........*(NumConst=113, SV=68, CEps=59.7751, QPEps=17.3195) Iter 190: .........*(NumConst=114, SV=68, CEps=36.3586, QPEps=17.1912) Iter 191: .........*(NumConst=115, SV=67, CEps=49.4548, QPEps=17.3758) Iter 192: .........*(NumConst=115, SV=67, CEps=38.0246, QPEps=17.8768) Iter 193: .........*(NumConst=114, SV=59, CEps=44.1988, QPEps=16.6043) Iter 194: .........*(NumConst=115, SV=61, CEps=38.4047, QPEps=16.7576) Iter 195: .........*(NumConst=116, SV=58, CEps=36.0004, QPEps=15.1608) Iter 196: .........*(NumConst=117, SV=58, CEps=35.9243, QPEps=17.2107) Iter 197: .........*(NumConst=117, SV=58, CEps=31.6230, QPEps=15.7574) Iter 198: .........*(NumConst=118, SV=57, CEps=40.5763, QPEps=15.7841) Iter 199: .........*(NumConst=118, SV=57, CEps=37.8694, QPEps=15.3131) Iter 200: .........*(NumConst=117, SV=58, CEps=35.1761, QPEps=15.5096) Iter 201: .........*(NumConst=117, SV=58, CEps=32.5021, QPEps=15.6009) Iter 202: .........*(NumConst=117, SV=58, CEps=35.4468, QPEps=15.4139) Iter 203: .........*(NumConst=118, SV=59, CEps=45.6508, QPEps=15.7239) Iter 204: .........*(NumConst=118, SV=61, CEps=53.1114, QPEps=15.7663) Iter 205: .........*(NumConst=116, SV=58, CEps=42.9565, QPEps=15.7400) Iter 206: .........*(NumConst=117, SV=59, CEps=32.7459, QPEps=15.6703) Iter 207: .........*(NumConst=118, SV=65, CEps=35.3880, QPEps=15.6288) Iter 208: .........*(NumConst=115, SV=65, CEps=40.1165, QPEps=15.1912) Iter 209: .........*(NumConst=116, SV=66, CEps=27.7048, QPEps=13.5589) Iter 210: .........*(NumConst=116, SV=64, CEps=32.3056, QPEps=13.5811) Iter 211: .........*(NumConst=117, SV=62, CEps=37.5433, QPEps=13.5620) Iter 212: .........*(NumConst=118, SV=63, CEps=39.5773, QPEps=13.4318) Iter 213: .........*(NumConst=119, SV=66, CEps=28.5330, QPEps=13.4745) Iter 214: .........*(NumConst=119, SV=64, CEps=24.2895, QPEps=11.4877) Iter 215: .........*(NumConst=120, SV=64, CEps=44.8817, QPEps=11.9348) Iter 216: .........*(NumConst=121, SV=65, CEps=26.2629, QPEps=11.9407) Iter 217: .........*(NumConst=121, SV=65, CEps=25.2300, QPEps=11.6936) Iter 218: .........*(NumConst=122, SV=70, CEps=38.7610, QPEps=12.0247) Iter 219: .........*(NumConst=123, SV=68, CEps=43.6979, QPEps=11.5588) Iter 220: .........*(NumConst=123, SV=69, CEps=27.6346, QPEps=11.9039) Iter 221: .........*(NumConst=123, SV=70, CEps=31.4978, QPEps=11.6590) Iter 222: .........*(NumConst=124, SV=70, CEps=25.1791, QPEps=10.7218) Iter 223: .........*(NumConst=125, SV=70, CEps=30.3185, QPEps=11.8841) Iter 224: .........*(NumConst=124, SV=67, CEps=25.4291, QPEps=11.5472) Iter 225: .........*(NumConst=125, SV=68, CEps=35.3778, QPEps=11.8571) Iter 226: .........*(NumConst=125, SV=67, CEps=28.2611, QPEps=12.1020) Iter 227: .........*(NumConst=126, SV=65, CEps=25.3637, QPEps=11.6987) Iter 228: .........*(NumConst=127, SV=67, CEps=24.6532, QPEps=12.0010) Iter 229: .........*(NumConst=128, SV=64, CEps=38.8950, QPEps=12.1342) Iter 230: .........*(NumConst=129, SV=65, CEps=31.0127, QPEps=12.0846) Iter 231: .........*(NumConst=130, SV=67, CEps=33.8421, QPEps=10.9631) Iter 232: .........*(NumConst=130, SV=65, CEps=23.2905, QPEps=11.3861) Iter 233: .........*(NumConst=129, SV=69, CEps=18.4028, QPEps=9.1840) Iter 234: .........*(NumConst=128, SV=69, CEps=22.0216, QPEps=7.3257) Iter 235: .........*(NumConst=128, SV=73, CEps=24.9930, QPEps=9.2010) Iter 236: .........*(NumConst=127, SV=74, CEps=20.0829, QPEps=8.5876) Iter 237: .........*(NumConst=128, SV=78, CEps=20.3602, QPEps=8.7798) Iter 238: .........*(NumConst=129, SV=75, CEps=30.8047, QPEps=8.9824) Iter 239: .........*(NumConst=128, SV=71, CEps=24.6272, QPEps=8.9135) Iter 240: .........*(NumConst=125, SV=75, CEps=15.8056, QPEps=7.7104) Iter 241: .........*(NumConst=125, SV=71, CEps=35.3518, QPEps=7.8086) Iter 242: .........*(NumConst=123, SV=70, CEps=26.8752, QPEps=7.3633) Iter 243: .........*(NumConst=122, SV=68, CEps=20.1294, QPEps=7.6298) Iter 244: .........*(NumConst=122, SV=68, CEps=23.0961, QPEps=7.8117) Iter 245: .........*(NumConst=123, SV=72, CEps=21.8181, QPEps=7.8505) Iter 246: .........*(NumConst=123, SV=72, CEps=18.1773, QPEps=7.8866) Iter 247: .........*(NumConst=123, SV=70, CEps=18.4918, QPEps=7.6955) Iter 248: .........*(NumConst=123, SV=74, CEps=21.8223, QPEps=7.8319) Iter 249: .........*(NumConst=123, SV=69, CEps=21.2387, QPEps=7.4541) Iter 250: .........*(NumConst=124, SV=71, CEps=16.0043, QPEps=7.6798) Iter 251: .........*(NumConst=125, SV=75, CEps=19.4550, QPEps=7.5799) Iter 252: .........*(NumConst=126, SV=72, CEps=16.9515, QPEps=6.3391) Iter 253: .........*(NumConst=126, SV=72, CEps=20.3001, QPEps=7.6638) Iter 254: .........*(NumConst=125, SV=72, CEps=19.3533, QPEps=7.8895) Iter 255: .........*(NumConst=126, SV=74, CEps=14.8907, QPEps=6.8347) Iter 256: .........*(NumConst=127, SV=73, CEps=20.5544, QPEps=6.5485) Iter 257: .........*(NumConst=126, SV=74, CEps=16.5643, QPEps=7.2907) Iter 258: .........*(NumConst=126, SV=74, CEps=19.4037, QPEps=7.4038) Iter 259: .........*(NumConst=127, SV=71, CEps=21.7367, QPEps=7.1858) Iter 260: .........*(NumConst=127, SV=72, CEps=12.7662, QPEps=6.0346) Iter 261: .........*(NumConst=128, SV=74, CEps=18.1024, QPEps=6.0485) Iter 262: .........*(NumConst=129, SV=70, CEps=25.3062, QPEps=6.3453) Iter 263: .........*(NumConst=130, SV=72, CEps=22.0525, QPEps=6.2859) Iter 264: .........*(NumConst=131, SV=70, CEps=18.4560, QPEps=6.3354) Iter 265: .........*(NumConst=132, SV=72, CEps=16.6359, QPEps=6.2009) Iter 266: .........*(NumConst=133, SV=74, CEps=21.3712, QPEps=6.3168) Iter 267: .........*(NumConst=134, SV=72, CEps=13.9783, QPEps=6.3040) Iter 268: .........*(NumConst=133, SV=69, CEps=14.1758, QPEps=5.8819) Iter 269: .........*(NumConst=134, SV=73, CEps=12.9106, QPEps=6.3397) Iter 270: .........*(NumConst=133, SV=75, CEps=17.7008, QPEps=6.1556) Iter 271: .........*(NumConst=132, SV=70, CEps=16.8206, QPEps=5.8574) Iter 272: .........*(NumConst=133, SV=72, CEps=13.4115, QPEps=4.5911) Iter 273: .........*(NumConst=133, SV=72, CEps=20.0026, QPEps=5.9460) Iter 274: .........*(NumConst=134, SV=72, CEps=10.8315, QPEps=5.1181) Iter 275: .........*(NumConst=135, SV=76, CEps=20.3020, QPEps=5.2657) Iter 276: .........*(NumConst=135, SV=75, CEps=18.7216, QPEps=5.1691) Iter 277: .........*(NumConst=136, SV=74, CEps=17.3769, QPEps=5.1585) Iter 278: .........*(NumConst=137, SV=73, CEps=11.3779, QPEps=5.2023) Iter 279: .........*(NumConst=136, SV=73, CEps=11.8732, QPEps=4.9355) Iter 280: .........*(NumConst=136, SV=76, CEps=11.3994, QPEps=5.1291) Iter 281: .........*(NumConst=136, SV=76, CEps=17.7519, QPEps=5.3828) Iter 282: .........*(NumConst=136, SV=73, CEps=14.1151, QPEps=5.1905) Iter 283: .........*(NumConst=136, SV=73, CEps=17.1794, QPEps=5.1397) Iter 284: .........*(NumConst=137, SV=70, CEps=13.1636, QPEps=4.6177) Iter 285: .........*(NumConst=136, SV=71, CEps=12.4830, QPEps=5.1266) Iter 286: .........*(NumConst=137, SV=74, CEps=9.9214, QPEps=4.9514) Iter 287: .........*(NumConst=136, SV=80, CEps=12.3474, QPEps=4.4280) Iter 288: .........*(NumConst=134, SV=76, CEps=17.3181, QPEps=4.9210) Iter 289: .........*(NumConst=135, SV=76, CEps=13.2077, QPEps=4.5419) Iter 290: .........*(NumConst=133, SV=75, CEps=19.7195, QPEps=4.9500) Iter 291: .........*(NumConst=134, SV=74, CEps=14.1703, QPEps=4.5352) Iter 292: .........*(NumConst=133, SV=73, CEps=14.0593, QPEps=4.8457) Iter 293: .........*(NumConst=134, SV=75, CEps=11.5799, QPEps=4.9524) Iter 294: .........*(NumConst=135, SV=77, CEps=14.9698, QPEps=4.6781) Iter 295: .........*(NumConst=135, SV=76, CEps=11.4602, QPEps=4.8461) Iter 296: .........*(NumConst=135, SV=75, CEps=9.8579, QPEps=4.8428) Iter 297: .........*(NumConst=136, SV=76, CEps=10.6356, QPEps=4.8672) Iter 298: .........*(NumConst=136, SV=78, CEps=12.8375, QPEps=4.8945) Iter 299: .........*(NumConst=137, SV=77, CEps=7.8291, QPEps=3.7822) Iter 300: .........*(NumConst=138, SV=78, CEps=11.6063, QPEps=3.8631) Iter 301: .........*(NumConst=139, SV=76, CEps=10.1195, QPEps=3.8216) Iter 302: .........*(NumConst=140, SV=74, CEps=8.7838, QPEps=3.2804) Iter 303: .........*(NumConst=139, SV=78, CEps=9.2618, QPEps=3.8470) Iter 304: .........*(NumConst=140, SV=75, CEps=9.5091, QPEps=3.7977) Iter 305: .........*(NumConst=140, SV=77, CEps=13.4542, QPEps=3.8432) Iter 306: .........*(NumConst=140, SV=74, CEps=8.3171, QPEps=3.5624) Iter 307: .........*(NumConst=141, SV=78, CEps=11.3439, QPEps=3.8875) Iter 308: .........*(NumConst=140, SV=74, CEps=14.1036, QPEps=3.8884) Iter 309: .........*(NumConst=140, SV=75, CEps=11.4245, QPEps=3.5038) Iter 310: .........*(NumConst=141, SV=76, CEps=10.2819, QPEps=3.7585) Iter 311: .........*(NumConst=142, SV=80, CEps=8.9160, QPEps=3.8777) Iter 312: .........*(NumConst=143, SV=81, CEps=8.9224, QPEps=3.6298) Iter 313: .........*(NumConst=143, SV=82, CEps=13.2208, QPEps=3.8765) Iter 314: .........*(NumConst=142, SV=79, CEps=10.1357, QPEps=3.8344) Iter 315: .........*(NumConst=141, SV=77, CEps=8.8564, QPEps=3.9071) Iter 316: .........*(NumConst=142, SV=77, CEps=7.3572, QPEps=3.6649) Iter 317: .........*(NumConst=141, SV=80, CEps=13.5701, QPEps=3.5847) Iter 318: .........*(NumConst=142, SV=80, CEps=7.5734, QPEps=3.1581) Iter 319: .........*(NumConst=142, SV=76, CEps=7.9036, QPEps=3.1901) Iter 320: .........*(NumConst=142, SV=75, CEps=9.8105, QPEps=3.0469) Iter 321: .........*(NumConst=142, SV=78, CEps=6.9100, QPEps=3.1914) Iter 322: .........*(NumConst=141, SV=79, CEps=7.4451, QPEps=3.1031) Iter 323: .........*(NumConst=142, SV=77, CEps=7.5635, QPEps=2.9466) Iter 324: .........*(NumConst=143, SV=80, CEps=7.4069, QPEps=3.3511) Iter 325: .........*(NumConst=144, SV=80, CEps=6.8097, QPEps=3.2091) Iter 326: .........*(NumConst=144, SV=77, CEps=8.2790, QPEps=3.1874) Iter 327: .........*(NumConst=145, SV=74, CEps=7.3822, QPEps=3.2098) Iter 328: .........*(NumConst=146, SV=78, CEps=5.9563, QPEps=2.7468) Iter 329: .........*(NumConst=147, SV=74, CEps=8.7792, QPEps=2.9627) Iter 330: .........*(NumConst=147, SV=73, CEps=8.7572, QPEps=2.9642) Iter 331: .........*(NumConst=146, SV=74, CEps=6.4981, QPEps=2.5933) Iter 332: .........*(NumConst=145, SV=77, CEps=5.4702, QPEps=2.7004) Iter 333: .........*(NumConst=146, SV=80, CEps=5.9244, QPEps=2.6558) Iter 334: .........*(NumConst=147, SV=81, CEps=7.7409, QPEps=2.6594) Iter 335: .........*(NumConst=148, SV=83, CEps=4.7098, QPEps=2.1785) Iter 336: .........*(NumConst=148, SV=85, CEps=9.1520, QPEps=2.3131) Iter 337: .........*(NumConst=148, SV=84, CEps=8.0267, QPEps=2.2872) Iter 338: .........*(NumConst=147, SV=81, CEps=6.4455, QPEps=2.3450) Iter 339: .........*(NumConst=147, SV=80, CEps=7.5064, QPEps=2.2789) Iter 340: .........*(NumConst=147, SV=80, CEps=4.5837, QPEps=2.2527) Iter 341: .........*(NumConst=147, SV=81, CEps=7.2788, QPEps=2.2859) Iter 342: .........*(NumConst=147, SV=83, CEps=6.5134, QPEps=2.2212) Iter 343: .........*(NumConst=146, SV=81, CEps=7.6814, QPEps=1.8774) Iter 344: .........*(NumConst=144, SV=83, CEps=6.1994, QPEps=2.1781) Iter 345: .........*(NumConst=145, SV=79, CEps=4.8249, QPEps=2.2570) Iter 346: .........*(NumConst=146, SV=81, CEps=6.2218, QPEps=2.0779) Iter 347: .........*(NumConst=146, SV=83, CEps=5.7063, QPEps=1.8410) Iter 348: .........*(NumConst=147, SV=80, CEps=8.1776, QPEps=2.2849) Iter 349: .........*(NumConst=146, SV=79, CEps=6.0287, QPEps=2.2567) Iter 350: .........*(NumConst=145, SV=83, CEps=4.8222, QPEps=2.2764) Iter 351: .........*(NumConst=145, SV=80, CEps=6.7759, QPEps=2.2787) Iter 352: .........*(NumConst=146, SV=81, CEps=5.0344, QPEps=2.2501) Iter 353: .........*(NumConst=147, SV=83, CEps=7.1813, QPEps=1.6603) Iter 354: .........*(NumConst=148, SV=81, CEps=5.2748, QPEps=1.9916) Iter 355: .........*(NumConst=148, SV=83, CEps=5.2106, QPEps=2.2116) Iter 356: .........*(NumConst=147, SV=80, CEps=7.7844, QPEps=2.2831) Iter 357: .........*(NumConst=145, SV=81, CEps=6.2717, QPEps=2.0173) Iter 358: .........*(NumConst=146, SV=81, CEps=5.0488, QPEps=2.1422) Iter 359: .........*(NumConst=147, SV=84, CEps=4.6510, QPEps=2.2200) Iter 360: .........*(NumConst=147, SV=80, CEps=4.4626, QPEps=2.1125) Iter 361: .........*(NumConst=145, SV=83, CEps=4.5818, QPEps=2.2043) Iter 362: .........*(NumConst=145, SV=84, CEps=6.1091, QPEps=2.2278) Iter 363: .........*(NumConst=144, SV=81, CEps=4.1940, QPEps=2.0562) Iter 364: .........*(NumConst=143, SV=82, CEps=6.8282, QPEps=1.9765) Iter 365: .........*(NumConst=143, SV=85, CEps=5.7907, QPEps=2.0119) Iter 366: .........*(NumConst=143, SV=86, CEps=5.6401, QPEps=2.0882) Iter 367: .........*(NumConst=144, SV=85, CEps=4.8108, QPEps=1.8430) Iter 368: .........*(NumConst=141, SV=86, CEps=4.4688, QPEps=2.0624) Iter 369: .........*(NumConst=141, SV=85, CEps=4.3737, QPEps=2.0927) Iter 370: .........*(NumConst=141, SV=87, CEps=5.6282, QPEps=1.9002) Iter 371: .........*(NumConst=141, SV=85, CEps=5.5486, QPEps=1.9103) Iter 372: .........*(NumConst=141, SV=83, CEps=4.2526, QPEps=1.6459) Iter 373: .........*(NumConst=142, SV=82, CEps=3.6026, QPEps=1.3170) Iter 374: .........*(NumConst=142, SV=81, CEps=6.4319, QPEps=1.7247) Iter 375: .........*(NumConst=142, SV=82, CEps=3.8763, QPEps=1.7605) Iter 376: .........*(NumConst=143, SV=84, CEps=4.2385, QPEps=1.7260) Iter 377: .........*(NumConst=144, SV=83, CEps=4.3842, QPEps=1.6079) Iter 378: .........*(NumConst=144, SV=87, CEps=3.8345, QPEps=1.7932) Iter 379: .........*(NumConst=145, SV=86, CEps=6.3655, QPEps=1.7674) Iter 380: .........*(NumConst=146, SV=93, CEps=3.8085, QPEps=1.5849) Iter 381: .........*(NumConst=147, SV=89, CEps=5.1687, QPEps=1.7380) Iter 382: .........*(NumConst=148, SV=87, CEps=4.9008, QPEps=1.7310) Iter 383: .........*(NumConst=149, SV=86, CEps=4.1340, QPEps=1.8001) Iter 384: .........*(NumConst=149, SV=88, CEps=3.3434, QPEps=1.5627) Iter 385: .........*(NumConst=149, SV=86, CEps=3.1680, QPEps=1.4867) Iter 386: .........*(NumConst=149, SV=87, CEps=3.4108, QPEps=1.5795) Iter 387: .........*(NumConst=149, SV=87, CEps=3.5875, QPEps=1.4919) Iter 388: .........*(NumConst=149, SV=91, CEps=3.1534, QPEps=1.5631) Iter 389: .........*(NumConst=149, SV=91, CEps=4.5252, QPEps=1.5455) Iter 390: .........*(NumConst=150, SV=89, CEps=3.6094, QPEps=1.2668) Iter 391: .........*(NumConst=151, SV=89, CEps=4.6071, QPEps=1.5530) Iter 392: .........*(NumConst=151, SV=88, CEps=3.0939, QPEps=1.4399) Iter 393: .........*(NumConst=152, SV=85, CEps=3.0459, QPEps=1.4637) Iter 394: .........*(NumConst=152, SV=86, CEps=3.6545, QPEps=1.5228) Iter 395: .........*(NumConst=151, SV=88, CEps=2.8848, QPEps=1.4084) Iter 396: .........*(NumConst=152, SV=88, CEps=3.3378, QPEps=1.3367) Iter 397: .........*(NumConst=149, SV=91, CEps=3.5196, QPEps=1.4392) Iter 398: .........*(NumConst=148, SV=88, CEps=3.4723, QPEps=1.3780) Iter 399: .........*(NumConst=147, SV=92, CEps=3.0420, QPEps=1.4354) Iter 400: .........*(NumConst=148, SV=93, CEps=3.1434, QPEps=1.3408) Iter 401: .........*(NumConst=149, SV=93, CEps=2.3997, QPEps=1.1537) Iter 402: .........*(NumConst=149, SV=91, CEps=2.7666, QPEps=1.1604) Iter 403: .........*(NumConst=150, SV=92, CEps=2.5621, QPEps=1.1861) Iter 404: .........*(NumConst=150, SV=90, CEps=3.0467, QPEps=1.1496) Iter 405: .........*(NumConst=149, SV=92, CEps=2.8379, QPEps=1.0161) Iter 406: .........*(NumConst=150, SV=94, CEps=3.1752, QPEps=1.1988) Iter 407: .........*(NumConst=151, SV=94, CEps=3.5877, QPEps=1.1992) Iter 408: .........*(NumConst=152, SV=95, CEps=2.4399, QPEps=1.1192) Iter 409: .........*(NumConst=152, SV=94, CEps=3.0595, QPEps=1.1747) Iter 410: .........*(NumConst=150, SV=94, CEps=2.2366, QPEps=1.1011) Iter 411: .........*(NumConst=150, SV=93, CEps=2.5931, QPEps=1.0831) Iter 412: .........*(NumConst=151, SV=95, CEps=2.5199, QPEps=1.1015) Iter 413: .........*(NumConst=152, SV=93, CEps=2.1969, QPEps=1.0883) Iter 414: .........*(NumConst=153, SV=92, CEps=1.9084, QPEps=0.9319) Iter 415: .........*(NumConst=154, SV=93, CEps=2.3631, QPEps=0.9438) Iter 416: .........*(NumConst=153, SV=93, CEps=2.8866, QPEps=0.8957) Iter 417: .........*(NumConst=152, SV=94, CEps=2.5142, QPEps=0.9408) Iter 418: .........*(NumConst=153, SV=90, CEps=2.4314, QPEps=0.9359) Iter 419: .........*(NumConst=151, SV=90, CEps=2.1916, QPEps=0.9455) Iter 420: .........*(NumConst=152, SV=91, CEps=2.3448, QPEps=0.8694) Iter 421: .........*(NumConst=151, SV=99, CEps=1.8994, QPEps=0.9199) Iter 422: .........*(NumConst=151, SV=97, CEps=2.6844, QPEps=0.9491) Iter 423: .........*(NumConst=152, SV=94, CEps=2.5120, QPEps=0.9464) Iter 424: .........*(NumConst=153, SV=96, CEps=2.7184, QPEps=0.9272) Iter 425: .........*(NumConst=152, SV=96, CEps=1.9818, QPEps=0.9042) Iter 426: .........*(NumConst=152, SV=98, CEps=2.4818, QPEps=0.8902) Iter 427: .........*(NumConst=152, SV=106, CEps=1.6396, QPEps=0.8163) Iter 428: .........*(NumConst=152, SV=103, CEps=3.4097, QPEps=0.7816) Iter 429: .........*(NumConst=153, SV=101, CEps=1.8040, QPEps=0.8186) Iter 430: .........*(NumConst=152, SV=102, CEps=2.1840, QPEps=0.8022) Iter 431: .........*(NumConst=152, SV=103, CEps=1.7458, QPEps=0.7970) Iter 432: .........*(NumConst=151, SV=96, CEps=2.4671, QPEps=0.7838) Iter 433: .........*(NumConst=152, SV=95, CEps=2.1989, QPEps=0.7912) Iter 434: .........*(NumConst=152, SV=98, CEps=1.4800, QPEps=0.7338) Iter 435: .........*(NumConst=153, SV=98, CEps=2.5901, QPEps=0.6768) Iter 436: .........*(NumConst=153, SV=97, CEps=2.0294, QPEps=0.6542) Iter 437: .........*(NumConst=154, SV=99, CEps=2.1557, QPEps=0.7305) Iter 438: .........*(NumConst=155, SV=102, CEps=1.8954, QPEps=0.7304) Iter 439: .........*(NumConst=155, SV=102, CEps=1.7075, QPEps=0.7377) Iter 440: .........*(NumConst=155, SV=104, CEps=1.8920, QPEps=0.7319) Iter 441: .........*(NumConst=155, SV=100, CEps=1.4262, QPEps=0.7044) Iter 442: .........*(NumConst=155, SV=98, CEps=1.7317, QPEps=0.7126) Iter 443: .........*(NumConst=155, SV=100, CEps=2.0241, QPEps=0.6872) Iter 444: .........*(NumConst=155, SV=105, CEps=1.5861, QPEps=0.6957) Iter 445: .........*(NumConst=153, SV=102, CEps=2.0965, QPEps=0.6838) Iter 446: .........*(NumConst=153, SV=99, CEps=1.5049, QPEps=0.7000) Iter 447: .........*(NumConst=152, SV=102, CEps=1.8318, QPEps=0.6837) Iter 448: .........*(NumConst=153, SV=102, CEps=2.0281, QPEps=0.7045) Iter 449: .........*(NumConst=154, SV=104, CEps=1.5894, QPEps=0.6720) Iter 450: .........*(NumConst=154, SV=108, CEps=1.4070, QPEps=0.6744) Iter 451: .........*(NumConst=155, SV=106, CEps=1.9205, QPEps=0.7033) Iter 452: .........*(NumConst=155, SV=105, CEps=1.7380, QPEps=0.6692) Iter 453: .........*(NumConst=155, SV=102, CEps=1.7576, QPEps=0.6825) Iter 454: .........*(NumConst=155, SV=107, CEps=1.2897, QPEps=0.6387) Iter 455: .........*(NumConst=156, SV=104, CEps=1.9831, QPEps=0.6197) Iter 456: .........*(NumConst=157, SV=107, CEps=1.7885, QPEps=0.6352) Iter 457: .........*(NumConst=157, SV=104, CEps=1.3383, QPEps=0.5871) Iter 458: .........*(NumConst=158, SV=107, CEps=1.5590, QPEps=0.5300) Iter 459: .........*(NumConst=159, SV=104, CEps=1.3756, QPEps=0.6327) Iter 460: .........*(NumConst=160, SV=108, CEps=1.0532, QPEps=0.5110) Iter 461: .........*(NumConst=161, SV=106, CEps=1.7777, QPEps=0.5087) Iter 462: .........*(NumConst=160, SV=107, CEps=2.0839, QPEps=0.4995) Iter 463: .........*(NumConst=161, SV=106, CEps=2.0922, QPEps=0.5184) Iter 464: .........*(NumConst=161, SV=106, CEps=1.5002, QPEps=0.4946) Iter 465: .........*(NumConst=162, SV=107, CEps=1.1811, QPEps=0.4968) Iter 466: .........*(NumConst=163, SV=102, CEps=1.6251, QPEps=0.4960) Iter 467: .........*(NumConst=164, SV=99, CEps=1.9118, QPEps=0.5104) Iter 468: .........*(NumConst=164, SV=104, CEps=1.7100, QPEps=0.4881) Iter 469: .........*(NumConst=165, SV=102, CEps=1.3880, QPEps=0.5245) Iter 470: .........*(NumConst=166, SV=101, CEps=1.0307, QPEps=0.5104) Iter 471: .........*(NumConst=167, SV=101, CEps=1.1345, QPEps=0.4716) Iter 472: .........*(NumConst=166, SV=105, CEps=1.3442, QPEps=0.4301) Iter 473: .........*(NumConst=167, SV=105, CEps=1.1696, QPEps=0.4938) Iter 474: .........*(NumConst=168, SV=101, CEps=1.2324, QPEps=0.5003) Iter 475: .........*(NumConst=169, SV=107, CEps=1.0094, QPEps=0.4660) Iter 476: .........*(NumConst=170, SV=106, CEps=1.8475, QPEps=0.4132) Iter 477: .........*(NumConst=170, SV=108, CEps=1.4155, QPEps=0.4476) Iter 478: .........*(NumConst=170, SV=114, CEps=1.0585, QPEps=0.4865) Iter 479: .........*(NumConst=171, SV=113, CEps=1.9286, QPEps=0.4715) Iter 480: .........*(NumConst=172, SV=109, CEps=1.5298, QPEps=0.4982) Iter 481: .........*(NumConst=170, SV=111, CEps=1.6992, QPEps=0.4696) Iter 482: .........*(NumConst=170, SV=107, CEps=1.1301, QPEps=0.4696) Iter 483: .........*(NumConst=170, SV=105, CEps=1.4021, QPEps=0.5034) Iter 484: .........(NumConst=170, SV=105, CEps=0.8752, QPEps=0.5034) Final epsilon on KKT-Conditions: 0.87521 Upper bound on duality gap: 0.86138 Dual objective value: dval=445.24448 Primal objective value: pval=446.10586 Total number of constraints in final working set: 170 (of 483) Number of iterations: 484 Number of calls to 'find_most_violated_constraint': 87120 Number of SV: 105 Norm of weight vector: |w|=3.03956 Value of slack variable (on working set): xi=440.84623 Value of slack variable (global): xi=441.48641 Norm of longest difference vector: ||Psi(x,y)-Psi(x,ybar)||=3050.69605 Runtime in cpu-seconds: 21.00 Compacting linear model...done Writing learned model...done