Reading training examples...done
Training set properties: 49 features, 180 rankings, 15504 examples
NOTE: Adjusted stopping criterion relative to maximum loss: eps=1.012667
Iter 1: .........*(NumConst=1, SV=1, CEps=1012.6667, QPEps=0.0000)
Iter 2: .........*(NumConst=2, SV=2, CEps=1665.0357, QPEps=0.0002)
Iter 3: .........*(NumConst=3, SV=3, CEps=1551.3690, QPEps=0.0004)
Iter 4: .........*(NumConst=4, SV=4, CEps=1579.6062, QPEps=0.0098)
Iter 5: .........*(NumConst=5, SV=4, CEps=1436.0226, QPEps=0.0037)
Iter 6: .........*(NumConst=6, SV=5, CEps=1231.4801, QPEps=0.0061)
Iter 7: .........*(NumConst=7, SV=5, CEps=1582.4074, QPEps=49.0353)
Iter 8: .........*(NumConst=8, SV=6, CEps=1567.7590, QPEps=49.9905)
Iter 9: .........*(NumConst=9, SV=7, CEps=1771.8459, QPEps=0.0899)
Iter 10: .........*(NumConst=10, SV=7, CEps=2078.0059, QPEps=46.5586)
Iter 11: .........*(NumConst=11, SV=7, CEps=1937.9351, QPEps=0.0135)
Iter 12: .........*(NumConst=12, SV=9, CEps=1889.7551, QPEps=21.4215)
Iter 13: .........*(NumConst=13, SV=8, CEps=4880.5668, QPEps=6.0544)
Iter 14: .........*(NumConst=14, SV=10, CEps=1176.0382, QPEps=0.0300)
Iter 15: .........*(NumConst=15, SV=9, CEps=836.1182, QPEps=0.0014)
Iter 16: .........*(NumConst=16, SV=10, CEps=524.8274, QPEps=0.0029)
Iter 17: .........*(NumConst=17, SV=11, CEps=670.2827, QPEps=43.0801)
Iter 18: .........*(NumConst=18, SV=11, CEps=320.9204, QPEps=47.0108)
Iter 19: .........*(NumConst=19, SV=11, CEps=598.3341, QPEps=0.1456)
Iter 20: .........*(NumConst=20, SV=11, CEps=380.2146, QPEps=31.3834)
Iter 21: .........*(NumConst=21, SV=12, CEps=478.7135, QPEps=36.0171)
Iter 22: .........*(NumConst=22, SV=14, CEps=301.9922, QPEps=26.2543)
Iter 23: .........*(NumConst=23, SV=13, CEps=445.8508, QPEps=26.5771)
Iter 24: .........*(NumConst=24, SV=15, CEps=300.8199, QPEps=25.6830)
Iter 25: .........*(NumConst=25, SV=12, CEps=310.1627, QPEps=26.0413)
Iter 26: .........*(NumConst=26, SV=13, CEps=281.4260, QPEps=36.9157)
Iter 27: .........*(NumConst=27, SV=13, CEps=235.1016, QPEps=46.8149)
Iter 28: .........*(NumConst=28, SV=14, CEps=295.7484, QPEps=44.3559)
Iter 29: .........*(NumConst=29, SV=13, CEps=263.6448, QPEps=22.9624)
Iter 30: .........*(NumConst=30, SV=14, CEps=194.5169, QPEps=31.7793)
Iter 31: .........*(NumConst=31, SV=15, CEps=343.5574, QPEps=36.2234)
Iter 32: .........*(NumConst=32, SV=14, CEps=163.3518, QPEps=46.8989)
Iter 33: .........*(NumConst=33, SV=14, CEps=261.6601, QPEps=38.8622)
Iter 34: .........*(NumConst=34, SV=16, CEps=197.3158, QPEps=31.4041)
Iter 35: .........*(NumConst=35, SV=14, CEps=161.6510, QPEps=34.7901)
Iter 36: .........*(NumConst=36, SV=14, CEps=190.5357, QPEps=41.3303)
Iter 37: .........*(NumConst=37, SV=16, CEps=127.5018, QPEps=49.2144)
Iter 38: .........*(NumConst=38, SV=14, CEps=208.9776, QPEps=36.6933)
Iter 39: .........*(NumConst=39, SV=15, CEps=136.4833, QPEps=37.8034)
Iter 40: .........*(NumConst=40, SV=17, CEps=106.5213, QPEps=27.6664)
Iter 41: .........*(NumConst=41, SV=18, CEps=172.1019, QPEps=31.3861)
Iter 42: .........*(NumConst=42, SV=22, CEps=121.6848, QPEps=39.6224)
Iter 43: .........*(NumConst=43, SV=20, CEps=141.0227, QPEps=38.5877)
Iter 44: .........*(NumConst=44, SV=17, CEps=114.2192, QPEps=17.6495)
Iter 45: .........*(NumConst=45, SV=19, CEps=103.7024, QPEps=27.9824)
Iter 46: .........*(NumConst=46, SV=20, CEps=143.0333, QPEps=40.9101)
Iter 47: .........*(NumConst=47, SV=14, CEps=102.8837, QPEps=25.5472)
Iter 48: .........*(NumConst=48, SV=15, CEps=79.0149, QPEps=24.0553)
Iter 49: .........*(NumConst=49, SV=15, CEps=69.0533, QPEps=34.3845)
Iter 50: .........*(NumConst=50, SV=16, CEps=136.0237, QPEps=20.5795)
Iter 51: .........*(NumConst=51, SV=18, CEps=102.5652, QPEps=30.2119)
Iter 52: .........*(NumConst=52, SV=16, CEps=132.3888, QPEps=33.9399)
Iter 53: .........*(NumConst=53, SV=16, CEps=87.0765, QPEps=30.1426)
Iter 54: .........*(NumConst=54, SV=20, CEps=58.9559, QPEps=22.1092)
Iter 55: .........*(NumConst=55, SV=23, CEps=83.7289, QPEps=27.8161)
Iter 56: .........*(NumConst=55, SV=23, CEps=93.1578, QPEps=25.8253)
Iter 57: .........*(NumConst=56, SV=21, CEps=79.5227, QPEps=24.4978)
Iter 58: .........*(NumConst=57, SV=23, CEps=77.6573, QPEps=27.9795)
Iter 59: .........*(NumConst=57, SV=21, CEps=57.4455, QPEps=24.2953)
Iter 60: .........*(NumConst=58, SV=20, CEps=99.2109, QPEps=23.5071)
Iter 61: .........*(NumConst=59, SV=19, CEps=95.1352, QPEps=20.8356)
Iter 62: .........*(NumConst=60, SV=20, CEps=58.9678, QPEps=22.6429)
Iter 63: .........*(NumConst=61, SV=21, CEps=54.4284, QPEps=14.8024)
Iter 64: .........*(NumConst=62, SV=19, CEps=110.6627, QPEps=20.2999)
Iter 65: .........*(NumConst=63, SV=19, CEps=67.8215, QPEps=22.5826)
Iter 66: .........*(NumConst=64, SV=20, CEps=54.6482, QPEps=25.6489)
Iter 67: .........*(NumConst=64, SV=20, CEps=45.1572, QPEps=20.6342)
Iter 68: .........*(NumConst=64, SV=20, CEps=51.9709, QPEps=20.3863)
Iter 69: .........*(NumConst=65, SV=21, CEps=38.3974, QPEps=17.9173)
Iter 70: .........*(NumConst=66, SV=17, CEps=40.3850, QPEps=18.3902)
Iter 71: .........*(NumConst=66, SV=18, CEps=38.2661, QPEps=17.0830)
Iter 72: .........*(NumConst=66, SV=21, CEps=50.2340, QPEps=14.1277)
Iter 73: .........*(NumConst=66, SV=22, CEps=47.0815, QPEps=15.1199)
Iter 74: .........*(NumConst=64, SV=23, CEps=49.5097, QPEps=13.4760)
Iter 75: .........*(NumConst=64, SV=22, CEps=22.7533, QPEps=9.9826)
Iter 76: .........*(NumConst=64, SV=22, CEps=58.5288, QPEps=11.2709)
Iter 77: .........*(NumConst=65, SV=20, CEps=55.3229, QPEps=11.1236)
Iter 78: .........*(NumConst=65, SV=21, CEps=32.0054, QPEps=9.9800)
Iter 79: .........*(NumConst=65, SV=21, CEps=40.9927, QPEps=10.9050)
Iter 80: .........*(NumConst=66, SV=23, CEps=34.4484, QPEps=9.8174)
Iter 81: .........*(NumConst=66, SV=23, CEps=41.1995, QPEps=9.2309)
Iter 82: .........*(NumConst=67, SV=21, CEps=35.9700, QPEps=5.2458)
Iter 83: .........*(NumConst=67, SV=20, CEps=24.0851, QPEps=9.4224)
Iter 84: .........*(NumConst=66, SV=22, CEps=33.5368, QPEps=9.7149)
Iter 85: .........*(NumConst=67, SV=23, CEps=34.6782, QPEps=10.0825)
Iter 86: .........*(NumConst=68, SV=27, CEps=31.9690, QPEps=10.0497)
Iter 87: .........*(NumConst=69, SV=23, CEps=27.4732, QPEps=7.4955)
Iter 88: .........*(NumConst=70, SV=23, CEps=30.5447, QPEps=8.4615)
Iter 89: .........*(NumConst=71, SV=23, CEps=26.8268, QPEps=10.4440)
Iter 90: .........*(NumConst=72, SV=22, CEps=18.8488, QPEps=7.9792)
Iter 91: .........*(NumConst=73, SV=21, CEps=30.0900, QPEps=4.3802)
Iter 92: .........*(NumConst=73, SV=21, CEps=18.7802, QPEps=7.4854)
Iter 93: .........*(NumConst=71, SV=24, CEps=15.8645, QPEps=5.1527)
Iter 94: .........*(NumConst=71, SV=24, CEps=21.8032, QPEps=6.0479)
Iter 95: .........*(NumConst=71, SV=23, CEps=21.1351, QPEps=7.1369)
Iter 96: .........*(NumConst=69, SV=25, CEps=18.1415, QPEps=6.9012)
Iter 97: .........*(NumConst=70, SV=25, CEps=20.6501, QPEps=6.0766)
Iter 98: .........*(NumConst=71, SV=24, CEps=22.1622, QPEps=5.4128)
Iter 99: .........*(NumConst=72, SV=27, CEps=16.8498, QPEps=5.5778)
Iter 100: .........*(NumConst=73, SV=28, CEps=14.9486, QPEps=7.3276)
Iter 101: .........*(NumConst=73, SV=26, CEps=11.6159, QPEps=5.5623)
Iter 102: .........*(NumConst=74, SV=26, CEps=13.1159, QPEps=4.0159)
Iter 103: .........*(NumConst=75, SV=28, CEps=15.9028, QPEps=5.6689)
Iter 104: .........*(NumConst=76, SV=26, CEps=17.9224, QPEps=5.2097)
Iter 105: .........*(NumConst=76, SV=25, CEps=14.9993, QPEps=4.6893)
Iter 106: .........*(NumConst=75, SV=25, CEps=12.4250, QPEps=5.2548)
Iter 107: .........*(NumConst=76, SV=28, CEps=9.2164, QPEps=4.1922)
Iter 108: .........*(NumConst=76, SV=30, CEps=14.8063, QPEps=4.1856)
Iter 109: .........*(NumConst=75, SV=23, CEps=13.4651, QPEps=2.8820)
Iter 110: .........*(NumConst=74, SV=24, CEps=11.1476, QPEps=3.2622)
Iter 111: .........*(NumConst=75, SV=23, CEps=9.8828, QPEps=4.2221)
Iter 112: .........*(NumConst=75, SV=24, CEps=12.0329, QPEps=3.7408)
Iter 113: .........*(NumConst=74, SV=25, CEps=7.5402, QPEps=3.6876)
Iter 114: .........*(NumConst=74, SV=24, CEps=11.4970, QPEps=3.3085)
Iter 115: .........*(NumConst=75, SV=26, CEps=10.9043, QPEps=3.2613)
Iter 116: .........*(NumConst=76, SV=24, CEps=11.3688, QPEps=1.5640)
Iter 117: .........*(NumConst=76, SV=23, CEps=7.7253, QPEps=3.0791)
Iter 118: .........*(NumConst=77, SV=25, CEps=7.0942, QPEps=2.1710)
Iter 119: .........*(NumConst=76, SV=23, CEps=9.0445, QPEps=3.2740)
Iter 120: .........*(NumConst=77, SV=22, CEps=8.0658, QPEps=3.4324)
Iter 121: .........*(NumConst=78, SV=24, CEps=6.4024, QPEps=3.1531)
Iter 122: .........*(NumConst=78, SV=31, CEps=7.7180, QPEps=2.6999)
Iter 123: .........*(NumConst=78, SV=28, CEps=12.7151, QPEps=2.5979)
Iter 124: .........*(NumConst=78, SV=28, CEps=8.8395, QPEps=2.8640)
Iter 125: .........*(NumConst=77, SV=29, CEps=7.4837, QPEps=2.5901)
Iter 126: .........*(NumConst=77, SV=28, CEps=7.7926, QPEps=3.1159)
Iter 127: .........*(NumConst=77, SV=28, CEps=5.0661, QPEps=2.1324)
Iter 128: .........*(NumConst=76, SV=27, CEps=7.9776, QPEps=2.5271)
Iter 129: .........*(NumConst=76, SV=25, CEps=7.4379, QPEps=1.7557)
Iter 130: .........*(NumConst=75, SV=24, CEps=6.4387, QPEps=2.1602)
Iter 131: .........*(NumConst=76, SV=24, CEps=5.7430, QPEps=1.9365)
Iter 132: .........*(NumConst=76, SV=27, CEps=3.9261, QPEps=1.8750)
Iter 133: .........*(NumConst=77, SV=25, CEps=8.4440, QPEps=1.5838)
Iter 134: .........*(NumConst=77, SV=27, CEps=6.6170, QPEps=1.8738)
Iter 135: .........*(NumConst=77, SV=25, CEps=5.1190, QPEps=1.5530)
Iter 136: .........*(NumConst=75, SV=24, CEps=5.2589, QPEps=1.7996)
Iter 137: .........*(NumConst=76, SV=23, CEps=7.1600, QPEps=1.3813)
Iter 138: .........*(NumConst=76, SV=23, CEps=6.2436, QPEps=1.1189)
Iter 139: .........*(NumConst=77, SV=23, CEps=4.3113, QPEps=1.7462)
Iter 140: .........*(NumConst=78, SV=22, CEps=5.5017, QPEps=1.3315)
Iter 141: .........*(NumConst=77, SV=23, CEps=4.3669, QPEps=1.5493)
Iter 142: .........*(NumConst=77, SV=27, CEps=3.1604, QPEps=1.1738)
Iter 143: .........*(NumConst=77, SV=25, CEps=4.4149, QPEps=0.7839)
Iter 144: .........*(NumConst=76, SV=26, CEps=4.8390, QPEps=1.4760)
Iter 145: .........*(NumConst=77, SV=23, CEps=4.9854, QPEps=1.0990)
Iter 146: .........*(NumConst=77, SV=24, CEps=3.1549, QPEps=0.9383)
Iter 147: .........*(NumConst=77, SV=25, CEps=3.6207, QPEps=1.5111)
Iter 148: .........*(NumConst=78, SV=25, CEps=2.5764, QPEps=1.0964)
Iter 149: .........*(NumConst=79, SV=25, CEps=4.0593, QPEps=1.2083)
Iter 150: .........*(NumConst=79, SV=26, CEps=4.1315, QPEps=1.2216)
Iter 151: .........*(NumConst=79, SV=26, CEps=2.7055, QPEps=1.0000)
Iter 152: .........*(NumConst=80, SV=26, CEps=3.0147, QPEps=1.2521)
Iter 153: .........*(NumConst=79, SV=28, CEps=3.0899, QPEps=1.2272)
Iter 154: .........*(NumConst=79, SV=26, CEps=2.3759, QPEps=0.9471)
Iter 155: .........*(NumConst=80, SV=24, CEps=3.8537, QPEps=1.1506)
Iter 156: .........*(NumConst=81, SV=24, CEps=2.8594, QPEps=0.4864)
Iter 157: .........*(NumConst=82, SV=25, CEps=3.1023, QPEps=1.0699)
Iter 158: .........*(NumConst=79, SV=27, CEps=3.6050, QPEps=0.8277)
Iter 159: .........*(NumConst=80, SV=26, CEps=2.5085, QPEps=1.0140)
Iter 160: .........*(NumConst=80, SV=25, CEps=2.1101, QPEps=0.9722)
Iter 161: .........*(NumConst=81, SV=27, CEps=2.1145, QPEps=0.8736)
Iter 162: .........*(NumConst=80, SV=28, CEps=2.5814, QPEps=1.0516)
Iter 163: .........*(NumConst=80, SV=24, CEps=2.4101, QPEps=0.9416)
Iter 164: .........*(NumConst=81, SV=24, CEps=1.8566, QPEps=0.9125)
Iter 165: .........*(NumConst=80, SV=26, CEps=2.1087, QPEps=0.8739)
Iter 166: .........*(NumConst=81, SV=26, CEps=2.3938, QPEps=0.9209)
Iter 167: .........*(NumConst=82, SV=26, CEps=1.7728, QPEps=0.8188)
Iter 168: .........*(NumConst=81, SV=27, CEps=2.6551, QPEps=0.7841)
Iter 169: .........*(NumConst=81, SV=26, CEps=2.5766, QPEps=0.5564)
Iter 170: .........*(NumConst=82, SV=26, CEps=2.3134, QPEps=0.7935)
Iter 171: .........*(NumConst=83, SV=27, CEps=1.7767, QPEps=0.8514)
Iter 172: .........*(NumConst=80, SV=30, CEps=1.4933, QPEps=0.5764)
Iter 173: .........*(NumConst=80, SV=29, CEps=1.9553, QPEps=0.7453)
Iter 174: .........*(NumConst=80, SV=25, CEps=2.0727, QPEps=0.7194)
Iter 175: .........*(NumConst=79, SV=25, CEps=1.4423, QPEps=0.5960)
Iter 176: .........*(NumConst=80, SV=24, CEps=1.8062, QPEps=0.5607)
Iter 177: .........*(NumConst=79, SV=27, CEps=1.5633, QPEps=0.5563)
Iter 178: .........*(NumConst=79, SV=26, CEps=1.6662, QPEps=0.6471)
Iter 179: .........(NumConst=79, SV=26, CEps=0.9875, QPEps=0.6471)
Final epsilon on KKT-Conditions: 0.98746
Upper bound on duality gap: 0.46292
Dual objective value: dval=288.59565
Primal objective value: pval=289.05857
Total number of constraints in final working set: 79 (of 178)
Number of iterations: 179
Number of calls to 'find_most_violated_constraint': 32220
Number of SV: 26 
Norm of weight vector: |w|=2.28366
Value of slack variable (on working set): xi=572.49656
Value of slack variable (global): xi=572.90205
Norm of longest difference vector: ||Psi(x,y)-Psi(x,ybar)||=1900.66153
Runtime in cpu-seconds: 1.97
Compacting linear model...done
Writing learned model...done