Reading training examples...done
Training set properties: 104 features, 180 rankings, 15549 examples
NOTE: Adjusted stopping criterion relative to maximum loss: eps=0.945178
Iter 1: .........*(NumConst=1, SV=1, CEps=945.1778, QPEps=0.0000)
Iter 2: .........*(NumConst=2, SV=2, CEps=694.0306, QPEps=0.0000)
Iter 3: .........*(NumConst=3, SV=2, CEps=1125.4228, QPEps=0.0004)
Iter 4: .........*(NumConst=4, SV=3, CEps=985.9730, QPEps=0.0005)
Iter 5: .........*(NumConst=5, SV=4, CEps=1858.6418, QPEps=0.0002)
Iter 6: .........*(NumConst=6, SV=6, CEps=1686.0702, QPEps=0.0010)
Iter 7: .........*(NumConst=7, SV=6, CEps=3058.8711, QPEps=0.0013)
Iter 8: .........*(NumConst=8, SV=6, CEps=3089.2298, QPEps=0.0014)
Iter 9: .........*(NumConst=9, SV=7, CEps=1531.0656, QPEps=0.0016)
Iter 10: .........*(NumConst=10, SV=8, CEps=3041.6282, QPEps=4.4911)
Iter 11: .........*(NumConst=11, SV=7, CEps=2362.5757, QPEps=0.0018)
Iter 12: .........*(NumConst=12, SV=8, CEps=1085.6334, QPEps=0.3186)
Iter 13: .........*(NumConst=13, SV=10, CEps=1022.4373, QPEps=0.0006)
Iter 14: .........*(NumConst=14, SV=8, CEps=1274.9244, QPEps=0.0001)
Iter 15: .........*(NumConst=15, SV=8, CEps=634.1481, QPEps=0.0003)
Iter 16: .........*(NumConst=16, SV=8, CEps=637.7264, QPEps=0.0008)
Iter 17: .........*(NumConst=17, SV=9, CEps=761.0652, QPEps=0.0009)
Iter 18: .........*(NumConst=18, SV=10, CEps=567.8323, QPEps=0.0010)
Iter 19: .........*(NumConst=19, SV=10, CEps=777.6846, QPEps=44.9392)
Iter 20: .........*(NumConst=20, SV=10, CEps=425.9200, QPEps=0.0001)
Iter 21: .........*(NumConst=21, SV=11, CEps=534.5201, QPEps=25.9647)
Iter 22: .........*(NumConst=22, SV=11, CEps=599.7301, QPEps=35.7419)
Iter 23: .........*(NumConst=23, SV=14, CEps=468.0460, QPEps=33.3924)
Iter 24: .........*(NumConst=24, SV=13, CEps=267.2150, QPEps=34.0303)
Iter 25: .........*(NumConst=25, SV=13, CEps=254.5418, QPEps=32.9016)
Iter 26: .........*(NumConst=26, SV=13, CEps=271.8290, QPEps=19.3344)
Iter 27: .........*(NumConst=27, SV=17, CEps=235.4357, QPEps=46.9968)
Iter 28: .........*(NumConst=28, SV=15, CEps=234.4416, QPEps=48.0912)
Iter 29: .........*(NumConst=29, SV=14, CEps=366.3820, QPEps=44.9439)
Iter 30: .........*(NumConst=30, SV=14, CEps=247.1552, QPEps=44.3080)
Iter 31: .........*(NumConst=31, SV=16, CEps=242.1342, QPEps=46.1316)
Iter 32: .........*(NumConst=32, SV=17, CEps=163.2024, QPEps=27.4832)
Iter 33: .........*(NumConst=33, SV=14, CEps=237.6304, QPEps=25.9642)
Iter 34: .........*(NumConst=34, SV=15, CEps=162.8898, QPEps=46.2710)
Iter 35: .........*(NumConst=35, SV=15, CEps=254.0587, QPEps=45.9624)
Iter 36: .........*(NumConst=36, SV=17, CEps=151.7029, QPEps=37.1480)
Iter 37: .........*(NumConst=37, SV=17, CEps=170.0185, QPEps=46.8944)
Iter 38: .........*(NumConst=38, SV=19, CEps=211.3332, QPEps=48.6489)
Iter 39: .........*(NumConst=39, SV=18, CEps=196.5712, QPEps=29.4034)
Iter 40: .........*(NumConst=40, SV=16, CEps=119.7988, QPEps=41.3633)
Iter 41: .........*(NumConst=41, SV=14, CEps=207.8709, QPEps=23.6824)
Iter 42: .........*(NumConst=42, SV=14, CEps=181.3598, QPEps=36.2186)
Iter 43: .........*(NumConst=43, SV=15, CEps=163.5940, QPEps=44.0363)
Iter 44: .........*(NumConst=44, SV=19, CEps=106.0128, QPEps=45.3687)
Iter 45: .........*(NumConst=45, SV=18, CEps=136.5716, QPEps=42.0017)
Iter 46: .........*(NumConst=46, SV=21, CEps=93.7690, QPEps=41.5420)
Iter 47: .........*(NumConst=47, SV=20, CEps=168.0012, QPEps=44.4710)
Iter 48: .........*(NumConst=48, SV=21, CEps=116.7289, QPEps=37.1365)
Iter 49: .........*(NumConst=49, SV=20, CEps=157.3804, QPEps=39.0897)
Iter 50: .........*(NumConst=50, SV=23, CEps=93.0494, QPEps=45.2339)
Iter 51: .........*(NumConst=51, SV=23, CEps=121.3279, QPEps=40.6195)
Iter 52: .........*(NumConst=52, SV=22, CEps=110.2356, QPEps=34.1678)
Iter 53: .........*(NumConst=53, SV=20, CEps=82.2936, QPEps=41.0822)
Iter 54: .........*(NumConst=54, SV=20, CEps=88.3292, QPEps=41.1376)
Iter 55: .........*(NumConst=55, SV=19, CEps=127.9975, QPEps=40.7852)
Iter 56: .........*(NumConst=55, SV=20, CEps=83.9001, QPEps=26.8588)
Iter 57: .........*(NumConst=55, SV=17, CEps=66.0834, QPEps=24.6183)
Iter 58: .........*(NumConst=56, SV=21, CEps=56.6091, QPEps=27.7597)
Iter 59: .........*(NumConst=57, SV=20, CEps=157.7668, QPEps=19.2817)
Iter 60: .........*(NumConst=58, SV=22, CEps=80.0679, QPEps=22.3253)
Iter 61: .........*(NumConst=58, SV=23, CEps=90.3925, QPEps=28.2330)
Iter 62: .........*(NumConst=59, SV=23, CEps=87.1302, QPEps=19.0961)
Iter 63: .........*(NumConst=59, SV=22, CEps=43.1979, QPEps=15.9632)
Iter 64: .........*(NumConst=59, SV=19, CEps=83.8169, QPEps=19.1120)
Iter 65: .........*(NumConst=59, SV=19, CEps=116.2513, QPEps=20.1491)
Iter 66: .........*(NumConst=60, SV=20, CEps=65.7610, QPEps=20.4896)
Iter 67: .........*(NumConst=61, SV=19, CEps=84.7037, QPEps=19.2600)
Iter 68: .........*(NumConst=62, SV=20, CEps=78.3435, QPEps=8.9736)
Iter 69: .........*(NumConst=62, SV=21, CEps=69.9597, QPEps=18.8014)
Iter 70: .........*(NumConst=63, SV=25, CEps=39.9907, QPEps=18.4155)
Iter 71: .........*(NumConst=64, SV=22, CEps=77.4410, QPEps=8.2403)
Iter 72: .........*(NumConst=65, SV=21, CEps=78.0599, QPEps=7.6860)
Iter 73: .........*(NumConst=66, SV=23, CEps=45.9092, QPEps=19.7940)
Iter 74: .........*(NumConst=67, SV=22, CEps=57.7296, QPEps=17.5726)
Iter 75: .........*(NumConst=67, SV=23, CEps=37.9404, QPEps=17.2638)
Iter 76: .........*(NumConst=68, SV=23, CEps=62.4052, QPEps=15.6339)
Iter 77: .........*(NumConst=68, SV=22, CEps=41.0677, QPEps=15.3096)
Iter 78: .........*(NumConst=69, SV=24, CEps=69.4073, QPEps=18.4098)
Iter 79: .........*(NumConst=69, SV=23, CEps=39.1386, QPEps=17.4571)
Iter 80: .........*(NumConst=69, SV=23, CEps=29.7785, QPEps=12.8509)
Iter 81: .........*(NumConst=69, SV=21, CEps=38.4900, QPEps=10.1671)
Iter 82: .........*(NumConst=70, SV=21, CEps=37.2710, QPEps=6.1353)
Iter 83: .........*(NumConst=71, SV=21, CEps=31.5008, QPEps=11.6014)
Iter 84: .........*(NumConst=72, SV=22, CEps=33.5354, QPEps=13.8051)
Iter 85: .........*(NumConst=73, SV=21, CEps=33.5164, QPEps=12.4408)
Iter 86: .........*(NumConst=73, SV=21, CEps=24.5955, QPEps=10.5321)
Iter 87: .........*(NumConst=74, SV=22, CEps=23.1851, QPEps=9.6513)
Iter 88: .........*(NumConst=75, SV=21, CEps=35.1236, QPEps=11.0589)
Iter 89: .........*(NumConst=75, SV=19, CEps=20.6434, QPEps=9.6837)
Iter 90: .........*(NumConst=74, SV=19, CEps=36.1280, QPEps=9.6724)
Iter 91: .........*(NumConst=75, SV=23, CEps=27.8638, QPEps=8.6302)
Iter 92: .........*(NumConst=76, SV=21, CEps=21.7404, QPEps=7.2817)
Iter 93: .........*(NumConst=77, SV=21, CEps=21.5105, QPEps=9.0029)
Iter 94: .........*(NumConst=78, SV=21, CEps=27.6076, QPEps=9.3423)
Iter 95: .........*(NumConst=78, SV=22, CEps=24.8489, QPEps=9.2184)
Iter 96: .........*(NumConst=79, SV=20, CEps=30.9664, QPEps=10.0303)
Iter 97: .........*(NumConst=78, SV=25, CEps=15.5026, QPEps=7.6442)
Iter 98: .........*(NumConst=78, SV=23, CEps=24.8191, QPEps=7.4989)
Iter 99: .........*(NumConst=78, SV=25, CEps=26.6337, QPEps=5.9476)
Iter 100: .........*(NumConst=78, SV=23, CEps=19.5435, QPEps=6.0871)
Iter 101: .........*(NumConst=77, SV=24, CEps=20.6284, QPEps=7.3337)
Iter 102: .........*(NumConst=76, SV=28, CEps=19.8184, QPEps=6.0348)
Iter 103: .........*(NumConst=77, SV=26, CEps=17.9899, QPEps=5.3605)
Iter 104: .........*(NumConst=76, SV=28, CEps=15.1849, QPEps=7.0099)
Iter 105: .........*(NumConst=75, SV=25, CEps=12.3739, QPEps=6.1416)
Iter 106: .........*(NumConst=74, SV=27, CEps=15.3774, QPEps=4.8559)
Iter 107: .........*(NumConst=75, SV=27, CEps=15.6304, QPEps=5.3229)
Iter 108: .........*(NumConst=76, SV=25, CEps=16.1930, QPEps=5.2246)
Iter 109: .........*(NumConst=75, SV=25, CEps=18.8933, QPEps=6.1187)
Iter 110: .........*(NumConst=76, SV=26, CEps=9.3350, QPEps=4.2728)
Iter 111: .........*(NumConst=77, SV=26, CEps=11.9771, QPEps=4.4281)
Iter 112: .........*(NumConst=75, SV=26, CEps=14.1946, QPEps=2.8116)
Iter 113: .........*(NumConst=74, SV=25, CEps=9.5706, QPEps=3.8236)
Iter 114: .........*(NumConst=74, SV=25, CEps=10.9068, QPEps=4.6162)
Iter 115: .........*(NumConst=75, SV=27, CEps=11.2880, QPEps=4.3686)
Iter 116: .........*(NumConst=75, SV=25, CEps=11.7216, QPEps=3.6205)
Iter 117: .........*(NumConst=76, SV=26, CEps=13.0557, QPEps=4.1132)
Iter 118: .........*(NumConst=77, SV=30, CEps=8.7656, QPEps=3.3710)
Iter 119: .........*(NumConst=77, SV=29, CEps=12.6771, QPEps=4.3399)
Iter 120: .........*(NumConst=77, SV=33, CEps=10.4434, QPEps=3.2654)
Iter 121: .........*(NumConst=76, SV=32, CEps=8.4233, QPEps=3.8055)
Iter 122: .........*(NumConst=75, SV=30, CEps=7.4064, QPEps=3.1921)
Iter 123: .........*(NumConst=74, SV=30, CEps=6.5930, QPEps=3.0873)
Iter 124: .........*(NumConst=74, SV=29, CEps=13.3359, QPEps=2.7439)
Iter 125: .........*(NumConst=75, SV=30, CEps=8.9585, QPEps=2.9529)
Iter 126: .........*(NumConst=76, SV=32, CEps=7.0778, QPEps=2.9826)
Iter 127: .........*(NumConst=76, SV=29, CEps=7.3422, QPEps=2.7127)
Iter 128: .........*(NumConst=76, SV=29, CEps=8.5613, QPEps=2.5699)
Iter 129: .........*(NumConst=75, SV=31, CEps=5.2178, QPEps=2.0966)
Iter 130: .........*(NumConst=74, SV=30, CEps=10.5788, QPEps=2.0210)
Iter 131: .........*(NumConst=74, SV=27, CEps=7.1137, QPEps=2.2597)
Iter 132: .........*(NumConst=75, SV=27, CEps=6.7400, QPEps=2.0572)
Iter 133: .........*(NumConst=75, SV=28, CEps=7.3364, QPEps=2.2265)
Iter 134: .........*(NumConst=75, SV=28, CEps=6.5961, QPEps=1.7462)
Iter 135: .........*(NumConst=75, SV=29, CEps=4.7341, QPEps=2.2501)
Iter 136: .........*(NumConst=76, SV=28, CEps=6.7290, QPEps=1.8230)
Iter 137: .........*(NumConst=75, SV=28, CEps=6.5733, QPEps=1.4560)
Iter 138: .........*(NumConst=76, SV=28, CEps=4.7823, QPEps=2.2079)
Iter 139: .........*(NumConst=76, SV=29, CEps=4.5503, QPEps=1.9619)
Iter 140: .........*(NumConst=77, SV=27, CEps=5.8932, QPEps=2.1445)
Iter 141: .........*(NumConst=77, SV=30, CEps=4.0703, QPEps=1.9289)
Iter 142: .........*(NumConst=77, SV=29, CEps=4.8378, QPEps=1.8823)
Iter 143: .........*(NumConst=77, SV=28, CEps=4.5200, QPEps=1.8770)
Iter 144: .........*(NumConst=77, SV=27, CEps=5.1588, QPEps=2.0069)
Iter 145: .........*(NumConst=76, SV=29, CEps=3.5761, QPEps=1.5754)
Iter 146: .........*(NumConst=77, SV=31, CEps=4.1648, QPEps=1.4692)
Iter 147: .........*(NumConst=77, SV=30, CEps=2.8655, QPEps=1.0946)
Iter 148: .........*(NumConst=78, SV=31, CEps=3.1234, QPEps=1.4309)
Iter 149: .........*(NumConst=78, SV=29, CEps=4.0223, QPEps=0.9975)
Iter 150: .........*(NumConst=79, SV=30, CEps=2.2038, QPEps=0.9108)
Iter 151: .........*(NumConst=79, SV=31, CEps=3.4473, QPEps=1.0110)
Iter 152: .........*(NumConst=79, SV=31, CEps=3.1993, QPEps=0.7482)
Iter 153: .........*(NumConst=80, SV=31, CEps=3.0262, QPEps=0.9076)
Iter 154: .........*(NumConst=79, SV=33, CEps=2.5405, QPEps=0.9083)
Iter 155: .........*(NumConst=80, SV=30, CEps=4.2563, QPEps=1.0932)
Iter 156: .........*(NumConst=81, SV=29, CEps=2.4285, QPEps=0.6635)
Iter 157: .........*(NumConst=81, SV=31, CEps=3.3024, QPEps=1.0309)
Iter 158: .........*(NumConst=82, SV=30, CEps=2.2333, QPEps=0.7585)
Iter 159: .........*(NumConst=82, SV=33, CEps=2.1249, QPEps=0.8106)
Iter 160: .........*(NumConst=83, SV=32, CEps=2.1621, QPEps=0.5753)
Iter 161: .........*(NumConst=84, SV=32, CEps=3.0329, QPEps=0.8978)
Iter 162: .........*(NumConst=84, SV=30, CEps=1.6780, QPEps=0.7345)
Iter 163: .........*(NumConst=84, SV=32, CEps=2.1947, QPEps=0.8273)
Iter 164: .........*(NumConst=85, SV=33, CEps=2.7029, QPEps=0.8053)
Iter 165: .........*(NumConst=84, SV=33, CEps=2.1332, QPEps=0.8135)
Iter 166: .........*(NumConst=85, SV=36, CEps=1.9844, QPEps=0.6406)
Iter 167: .........*(NumConst=86, SV=34, CEps=2.9259, QPEps=0.7624)
Iter 168: .........*(NumConst=86, SV=38, CEps=1.9427, QPEps=0.6123)
Iter 169: .........*(NumConst=86, SV=35, CEps=2.7792, QPEps=0.7442)
Iter 170: .........*(NumConst=85, SV=35, CEps=1.7889, QPEps=0.8075)
Iter 171: .........*(NumConst=85, SV=36, CEps=2.1739, QPEps=0.6308)
Iter 172: .........*(NumConst=84, SV=38, CEps=1.9361, QPEps=0.7741)
Iter 173: .........*(NumConst=83, SV=38, CEps=1.4866, QPEps=0.6591)
Iter 174: .........*(NumConst=84, SV=41, CEps=1.5728, QPEps=0.7101)
Iter 175: .........*(NumConst=85, SV=39, CEps=1.9036, QPEps=0.6461)
Iter 176: .........*(NumConst=83, SV=40, CEps=1.9400, QPEps=0.7368)
Iter 177: .........*(NumConst=84, SV=38, CEps=1.0239, QPEps=0.4694)
Iter 178: .........*(NumConst=84, SV=37, CEps=2.0558, QPEps=0.5006)
Iter 179: .........*(NumConst=84, SV=36, CEps=1.5050, QPEps=0.4303)
Iter 180: .........*(NumConst=81, SV=37, CEps=1.2485, QPEps=0.4187)
Iter 181: .........*(NumConst=82, SV=37, CEps=1.5157, QPEps=0.3499)
Iter 182: .........*(NumConst=83, SV=39, CEps=1.1847, QPEps=0.5038)
Iter 183: .........*(NumConst=83, SV=37, CEps=1.3256, QPEps=0.4827)
Iter 184: .........*(NumConst=83, SV=36, CEps=1.1255, QPEps=0.3126)
Iter 185: .........*(NumConst=82, SV=34, CEps=0.9621, QPEps=0.2709)
Iter 186: .........(NumConst=82, SV=34, CEps=0.8625, QPEps=0.2709)
Final epsilon on KKT-Conditions: 0.86245
Upper bound on duality gap: 0.03982
Dual objective value: dval=22.75055
Primal objective value: pval=22.79037
Total number of constraints in final working set: 82 (of 185)
Number of iterations: 186
Number of calls to 'find_most_violated_constraint': 33480
Number of SV: 34 
Norm of weight vector: |w|=1.09174
Value of slack variable (on working set): xi=443.29659
Value of slack variable (global): xi=443.88835
Norm of longest difference vector: ||Psi(x,y)-Psi(x,ybar)||=3502.38975
Runtime in cpu-seconds: 1.98
Compacting linear model...done
Writing learned model...done