Reading training examples...done
Training set properties: 49 features, 90 rankings, 8156 examples
NOTE: Adjusted stopping criterion relative to maximum loss: eps=0.521156
Iter 1: .........*(NumConst=1, SV=1, CEps=521.1556, QPEps=0.0000)
Iter 2: .........*(NumConst=2, SV=2, CEps=1492.0449, QPEps=0.0000)
Iter 3: .........*(NumConst=3, SV=3, CEps=782.5118, QPEps=0.0001)
Iter 4: .........*(NumConst=4, SV=4, CEps=1636.6111, QPEps=0.0005)
Iter 5: .........*(NumConst=5, SV=4, CEps=725.0003, QPEps=0.0005)
Iter 6: .........*(NumConst=6, SV=5, CEps=477.9899, QPEps=0.0018)
Iter 7: .........*(NumConst=7, SV=6, CEps=886.0931, QPEps=0.0026)
Iter 8: .........*(NumConst=8, SV=6, CEps=724.7551, QPEps=0.0080)
Iter 9: .........*(NumConst=9, SV=7, CEps=810.4896, QPEps=0.0135)
Iter 10: .........*(NumConst=10, SV=7, CEps=1398.6850, QPEps=0.0077)
Iter 11: .........*(NumConst=11, SV=8, CEps=1168.4690, QPEps=19.4469)
Iter 12: .........*(NumConst=12, SV=8, CEps=1673.7114, QPEps=0.0113)
Iter 13: .........*(NumConst=13, SV=8, CEps=675.7026, QPEps=0.0013)
Iter 14: .........*(NumConst=14, SV=9, CEps=859.5863, QPEps=26.0349)
Iter 15: .........*(NumConst=15, SV=8, CEps=1741.7337, QPEps=3.0530)
Iter 16: .........*(NumConst=16, SV=10, CEps=556.6838, QPEps=0.0019)
Iter 17: .........*(NumConst=17, SV=9, CEps=443.8608, QPEps=0.0015)
Iter 18: .........*(NumConst=18, SV=11, CEps=385.3773, QPEps=3.1635)
Iter 19: .........*(NumConst=19, SV=10, CEps=378.7485, QPEps=25.3037)
Iter 20: .........*(NumConst=20, SV=12, CEps=190.2022, QPEps=48.2914)
Iter 21: .........*(NumConst=21, SV=13, CEps=219.4878, QPEps=29.5916)
Iter 22: .........*(NumConst=22, SV=16, CEps=198.1965, QPEps=27.7446)
Iter 23: .........*(NumConst=23, SV=13, CEps=191.7789, QPEps=41.2680)
Iter 24: .........*(NumConst=24, SV=13, CEps=171.2535, QPEps=38.4094)
Iter 25: .........*(NumConst=25, SV=16, CEps=181.4044, QPEps=45.6586)
Iter 26: .........*(NumConst=26, SV=14, CEps=138.9006, QPEps=30.7983)
Iter 27: .........*(NumConst=27, SV=15, CEps=101.2455, QPEps=32.7201)
Iter 28: .........*(NumConst=28, SV=17, CEps=319.1294, QPEps=46.6149)
Iter 29: .........*(NumConst=29, SV=17, CEps=319.6608, QPEps=35.5091)
Iter 30: .........*(NumConst=30, SV=17, CEps=138.2311, QPEps=45.4344)
Iter 31: .........*(NumConst=31, SV=19, CEps=129.8643, QPEps=35.7569)
Iter 32: .........*(NumConst=32, SV=17, CEps=209.4117, QPEps=49.1664)
Iter 33: .........*(NumConst=33, SV=17, CEps=138.6188, QPEps=27.9381)
Iter 34: .........*(NumConst=34, SV=16, CEps=138.6032, QPEps=47.9003)
Iter 35: .........*(NumConst=35, SV=19, CEps=106.8874, QPEps=43.9765)
Iter 36: .........*(NumConst=36, SV=19, CEps=160.3337, QPEps=35.5876)
Iter 37: .........*(NumConst=37, SV=18, CEps=88.8991, QPEps=42.2489)
Iter 38: .........*(NumConst=38, SV=19, CEps=65.5092, QPEps=25.9338)
Iter 39: .........*(NumConst=39, SV=19, CEps=116.2821, QPEps=28.1403)
Iter 40: .........*(NumConst=40, SV=18, CEps=87.4339, QPEps=32.3663)
Iter 41: .........*(NumConst=41, SV=18, CEps=84.2587, QPEps=32.5400)
Iter 42: .........*(NumConst=42, SV=17, CEps=64.7921, QPEps=24.6828)
Iter 43: .........*(NumConst=43, SV=18, CEps=84.7663, QPEps=25.6544)
Iter 44: .........*(NumConst=44, SV=18, CEps=92.8643, QPEps=28.8408)
Iter 45: .........*(NumConst=45, SV=18, CEps=63.1206, QPEps=23.1174)
Iter 46: .........*(NumConst=46, SV=18, CEps=61.4026, QPEps=28.6180)
Iter 47: .........*(NumConst=47, SV=19, CEps=61.9808, QPEps=18.9057)
Iter 48: .........*(NumConst=48, SV=19, CEps=74.4948, QPEps=30.3368)
Iter 49: .........*(NumConst=49, SV=20, CEps=70.0491, QPEps=29.8213)
Iter 50: .........*(NumConst=50, SV=22, CEps=49.6744, QPEps=21.1960)
Iter 51: .........*(NumConst=51, SV=22, CEps=65.9499, QPEps=24.3472)
Iter 52: .........*(NumConst=52, SV=20, CEps=95.9767, QPEps=20.5543)
Iter 53: .........*(NumConst=53, SV=19, CEps=45.8756, QPEps=22.1984)
Iter 54: .........*(NumConst=54, SV=18, CEps=69.9718, QPEps=15.1475)
Iter 55: .........*(NumConst=55, SV=18, CEps=45.9133, QPEps=18.6804)
Iter 56: .........*(NumConst=56, SV=19, CEps=42.5109, QPEps=17.3258)
Iter 57: .........*(NumConst=56, SV=17, CEps=57.7501, QPEps=10.0078)
Iter 58: .........*(NumConst=57, SV=18, CEps=35.4075, QPEps=8.0310)
Iter 59: .........*(NumConst=58, SV=21, CEps=36.1997, QPEps=14.7172)
Iter 60: .........*(NumConst=59, SV=20, CEps=40.6613, QPEps=9.1586)
Iter 61: .........*(NumConst=60, SV=19, CEps=38.3561, QPEps=10.7446)
Iter 62: .........*(NumConst=60, SV=21, CEps=32.6101, QPEps=12.4343)
Iter 63: .........*(NumConst=61, SV=22, CEps=30.7432, QPEps=10.8060)
Iter 64: .........*(NumConst=62, SV=20, CEps=37.5120, QPEps=9.1652)
Iter 65: .........*(NumConst=63, SV=21, CEps=24.4433, QPEps=9.4906)
Iter 66: .........*(NumConst=64, SV=19, CEps=40.0538, QPEps=9.8846)
Iter 67: .........*(NumConst=65, SV=22, CEps=31.6536, QPEps=9.2540)
Iter 68: .........*(NumConst=66, SV=20, CEps=24.1978, QPEps=11.2253)
Iter 69: .........*(NumConst=67, SV=20, CEps=47.7547, QPEps=11.7685)
Iter 70: .........*(NumConst=67, SV=20, CEps=30.2668, QPEps=11.8794)
Iter 71: .........*(NumConst=67, SV=24, CEps=26.3214, QPEps=12.0080)
Iter 72: .........*(NumConst=67, SV=21, CEps=45.2912, QPEps=10.5570)
Iter 73: .........*(NumConst=67, SV=22, CEps=23.6334, QPEps=11.5252)
Iter 74: .........*(NumConst=68, SV=21, CEps=35.9013, QPEps=11.0906)
Iter 75: .........*(NumConst=67, SV=19, CEps=19.6115, QPEps=9.0360)
Iter 76: .........*(NumConst=68, SV=20, CEps=27.8313, QPEps=6.5512)
Iter 77: .........*(NumConst=69, SV=23, CEps=22.9450, QPEps=7.0062)
Iter 78: .........*(NumConst=69, SV=20, CEps=29.9073, QPEps=6.2633)
Iter 79: .........*(NumConst=69, SV=24, CEps=16.9721, QPEps=7.3289)
Iter 80: .........*(NumConst=69, SV=22, CEps=29.0434, QPEps=8.0528)
Iter 81: .........*(NumConst=69, SV=27, CEps=20.5985, QPEps=7.8238)
Iter 82: .........*(NumConst=69, SV=24, CEps=15.6431, QPEps=7.0024)
Iter 83: .........*(NumConst=70, SV=24, CEps=17.7451, QPEps=6.7682)
Iter 84: .........*(NumConst=71, SV=22, CEps=17.6612, QPEps=5.9593)
Iter 85: .........*(NumConst=71, SV=21, CEps=22.3122, QPEps=6.9702)
Iter 86: .........*(NumConst=71, SV=19, CEps=25.6278, QPEps=5.0060)
Iter 87: .........*(NumConst=71, SV=19, CEps=16.8690, QPEps=7.6515)
Iter 88: .........*(NumConst=69, SV=20, CEps=13.8345, QPEps=5.4974)
Iter 89: .........*(NumConst=68, SV=22, CEps=18.0192, QPEps=6.0487)
Iter 90: .........*(NumConst=68, SV=20, CEps=13.6172, QPEps=6.6027)
Iter 91: .........*(NumConst=68, SV=21, CEps=15.2486, QPEps=6.2106)
Iter 92: .........*(NumConst=69, SV=21, CEps=9.5832, QPEps=4.7698)
Iter 93: .........*(NumConst=69, SV=20, CEps=14.4983, QPEps=4.4022)
Iter 94: .........*(NumConst=70, SV=20, CEps=14.0368, QPEps=4.6310)
Iter 95: .........*(NumConst=71, SV=21, CEps=11.4165, QPEps=4.1361)
Iter 96: .........*(NumConst=72, SV=21, CEps=10.3599, QPEps=4.3497)
Iter 97: .........*(NumConst=73, SV=21, CEps=10.3645, QPEps=4.6864)
Iter 98: .........*(NumConst=74, SV=20, CEps=10.8303, QPEps=4.2825)
Iter 99: .........*(NumConst=74, SV=25, CEps=6.0486, QPEps=2.4156)
Iter 100: .........*(NumConst=74, SV=19, CEps=21.5207, QPEps=2.5469)
Iter 101: .........*(NumConst=72, SV=21, CEps=12.4029, QPEps=2.1033)
Iter 102: .........*(NumConst=71, SV=22, CEps=16.7295, QPEps=2.8764)
Iter 103: .........*(NumConst=72, SV=20, CEps=13.7802, QPEps=2.9654)
Iter 104: .........*(NumConst=72, SV=18, CEps=10.4916, QPEps=2.7407)
Iter 105: .........*(NumConst=73, SV=17, CEps=14.1772, QPEps=2.7376)
Iter 106: .........*(NumConst=73, SV=22, CEps=7.0416, QPEps=2.4157)
Iter 107: .........*(NumConst=74, SV=20, CEps=12.1304, QPEps=2.3598)
Iter 108: .........*(NumConst=74, SV=18, CEps=7.5660, QPEps=2.6933)
Iter 109: .........*(NumConst=74, SV=20, CEps=8.2953, QPEps=2.8291)
Iter 110: .........*(NumConst=75, SV=22, CEps=9.4002, QPEps=2.7963)
Iter 111: .........*(NumConst=75, SV=21, CEps=11.8905, QPEps=2.8571)
Iter 112: .........*(NumConst=76, SV=21, CEps=9.0440, QPEps=1.6359)
Iter 113: .........*(NumConst=76, SV=20, CEps=10.2189, QPEps=2.3922)
Iter 114: .........*(NumConst=75, SV=20, CEps=7.3921, QPEps=3.0231)
Iter 115: .........*(NumConst=75, SV=21, CEps=5.9761, QPEps=2.7513)
Iter 116: .........*(NumConst=75, SV=19, CEps=7.7580, QPEps=2.4571)
Iter 117: .........*(NumConst=73, SV=18, CEps=7.2401, QPEps=2.6815)
Iter 118: .........*(NumConst=74, SV=19, CEps=5.8648, QPEps=2.1601)
Iter 119: .........*(NumConst=74, SV=17, CEps=5.2817, QPEps=2.1870)
Iter 120: .........*(NumConst=75, SV=19, CEps=4.3847, QPEps=2.1374)
Iter 121: .........*(NumConst=76, SV=16, CEps=5.7261, QPEps=1.0139)
Iter 122: .........*(NumConst=76, SV=17, CEps=5.3115, QPEps=1.6938)
Iter 123: .........*(NumConst=75, SV=22, CEps=5.6674, QPEps=1.9684)
Iter 124: .........*(NumConst=74, SV=21, CEps=7.9704, QPEps=2.0899)
Iter 125: .........*(NumConst=75, SV=22, CEps=5.2723, QPEps=1.7571)
Iter 126: .........*(NumConst=76, SV=19, CEps=4.8730, QPEps=2.1588)
Iter 127: .........*(NumConst=76, SV=19, CEps=5.9606, QPEps=1.7719)
Iter 128: .........*(NumConst=77, SV=18, CEps=5.7074, QPEps=1.7302)
Iter 129: .........*(NumConst=78, SV=18, CEps=4.3683, QPEps=1.4315)
Iter 130: .........*(NumConst=79, SV=20, CEps=4.1530, QPEps=1.5208)
Iter 131: .........*(NumConst=78, SV=21, CEps=3.8894, QPEps=1.1516)
Iter 132: .........*(NumConst=77, SV=22, CEps=4.5964, QPEps=1.8783)
Iter 133: .........*(NumConst=77, SV=23, CEps=3.3488, QPEps=1.3355)
Iter 134: .........*(NumConst=76, SV=23, CEps=3.1074, QPEps=1.2918)
Iter 135: .........*(NumConst=74, SV=23, CEps=4.1250, QPEps=1.3829)
Iter 136: .........*(NumConst=75, SV=22, CEps=3.5026, QPEps=1.3846)
Iter 137: .........*(NumConst=76, SV=21, CEps=2.7070, QPEps=1.0133)
Iter 138: .........*(NumConst=77, SV=21, CEps=3.6342, QPEps=1.1769)
Iter 139: .........*(NumConst=77, SV=21, CEps=3.6184, QPEps=1.1539)
Iter 140: .........*(NumConst=77, SV=22, CEps=2.6131, QPEps=1.0694)
Iter 141: .........*(NumConst=77, SV=21, CEps=3.0903, QPEps=1.1202)
Iter 142: .........*(NumConst=78, SV=21, CEps=2.3230, QPEps=0.9403)
Iter 143: .........*(NumConst=79, SV=24, CEps=3.1016, QPEps=1.0031)
Iter 144: .........*(NumConst=78, SV=23, CEps=2.6652, QPEps=0.9772)
Iter 145: .........*(NumConst=78, SV=22, CEps=2.7286, QPEps=0.7170)
Iter 146: .........*(NumConst=78, SV=22, CEps=2.6479, QPEps=1.0099)
Iter 147: .........*(NumConst=79, SV=22, CEps=3.2707, QPEps=1.1409)
Iter 148: .........*(NumConst=79, SV=22, CEps=1.7975, QPEps=0.7020)
Iter 149: .........*(NumConst=75, SV=23, CEps=3.7328, QPEps=0.8379)
Iter 150: .........*(NumConst=76, SV=21, CEps=2.6136, QPEps=0.7436)
Iter 151: .........*(NumConst=76, SV=23, CEps=2.5527, QPEps=0.7527)
Iter 152: .........*(NumConst=76, SV=22, CEps=2.2872, QPEps=0.7987)
Iter 153: .........*(NumConst=76, SV=23, CEps=2.1195, QPEps=0.8081)
Iter 154: .........*(NumConst=76, SV=22, CEps=2.5810, QPEps=0.7669)
Iter 155: .........*(NumConst=76, SV=24, CEps=1.6354, QPEps=0.7891)
Iter 156: .........*(NumConst=75, SV=23, CEps=2.9856, QPEps=0.5786)
Iter 157: .........*(NumConst=74, SV=22, CEps=2.8923, QPEps=0.7302)
Iter 158: .........*(NumConst=74, SV=20, CEps=2.1396, QPEps=0.7880)
Iter 159: .........*(NumConst=75, SV=21, CEps=2.2758, QPEps=0.5680)
Iter 160: .........*(NumConst=74, SV=20, CEps=2.4868, QPEps=0.5679)
Iter 161: .........*(NumConst=74, SV=19, CEps=1.5823, QPEps=0.7739)
Iter 162: .........*(NumConst=74, SV=19, CEps=2.1674, QPEps=0.7148)
Iter 163: .........*(NumConst=74, SV=21, CEps=1.7843, QPEps=0.5346)
Iter 164: .........*(NumConst=75, SV=18, CEps=2.3992, QPEps=0.7390)
Iter 165: .........*(NumConst=73, SV=19, CEps=1.8872, QPEps=0.7525)
Iter 166: .........*(NumConst=73, SV=22, CEps=1.4600, QPEps=0.6156)
Iter 167: .........*(NumConst=74, SV=21, CEps=1.6549, QPEps=0.7278)
Iter 168: .........*(NumConst=73, SV=23, CEps=1.2209, QPEps=0.5666)
Iter 169: .........*(NumConst=73, SV=22, CEps=1.7200, QPEps=0.5266)
Iter 170: .........*(NumConst=71, SV=20, CEps=1.3848, QPEps=0.3395)
Iter 171: .........*(NumConst=72, SV=22, CEps=1.0304, QPEps=0.4092)
Iter 172: .........*(NumConst=73, SV=19, CEps=1.5191, QPEps=0.4587)
Iter 173: .........*(NumConst=73, SV=20, CEps=1.1859, QPEps=0.3966)
Iter 174: .........*(NumConst=73, SV=19, CEps=1.0239, QPEps=0.4595)
Iter 175: .........*(NumConst=73, SV=19, CEps=1.1149, QPEps=0.4993)
Iter 176: .........*(NumConst=74, SV=21, CEps=1.0167, QPEps=0.4608)
Iter 177: .........*(NumConst=74, SV=19, CEps=1.1995, QPEps=0.4559)
Iter 178: .........*(NumConst=75, SV=20, CEps=0.9954, QPEps=0.4277)
Iter 179: .........*(NumConst=76, SV=22, CEps=0.8069, QPEps=0.3050)
Iter 180: .........*(NumConst=77, SV=20, CEps=1.1491, QPEps=0.3941)
Iter 181: .........*(NumConst=78, SV=22, CEps=0.8295, QPEps=0.3208)
Iter 182: .........*(NumConst=78, SV=21, CEps=0.9452, QPEps=0.3435)
Iter 183: .........*(NumConst=79, SV=23, CEps=0.7938, QPEps=0.3877)
Iter 184: .........*(NumConst=78, SV=20, CEps=1.5993, QPEps=0.3836)
Iter 185: .........*(NumConst=79, SV=19, CEps=0.9033, QPEps=0.3798)
Iter 186: .........*(NumConst=79, SV=21, CEps=1.0135, QPEps=0.3962)
Iter 187: .........*(NumConst=80, SV=21, CEps=0.7999, QPEps=0.3410)
Iter 188: .........*(NumConst=81, SV=24, CEps=0.6094, QPEps=0.2001)
Iter 189: .........*(NumConst=82, SV=23, CEps=1.0872, QPEps=0.2065)
Iter 190: .........*(NumConst=83, SV=24, CEps=0.6976, QPEps=0.2749)
Iter 191: .........*(NumConst=82, SV=23, CEps=0.8545, QPEps=0.2532)
Iter 192: .........*(NumConst=83, SV=20, CEps=0.9812, QPEps=0.2236)
Iter 193: .........*(NumConst=84, SV=19, CEps=0.7812, QPEps=0.2807)
Iter 194: .........*(NumConst=82, SV=21, CEps=0.7981, QPEps=0.2189)
Iter 195: .........*(NumConst=81, SV=25, CEps=0.6312, QPEps=0.2670)
Iter 196: .........*(NumConst=80, SV=24, CEps=0.7087, QPEps=0.3034)
Iter 197: .........*(NumConst=80, SV=24, CEps=0.6267, QPEps=0.2495)
Iter 198: .........*(NumConst=80, SV=27, CEps=0.6117, QPEps=0.2852)
Iter 199: .........(NumConst=80, SV=27, CEps=0.5084, QPEps=0.2852)
Final epsilon on KKT-Conditions: 0.50844
Upper bound on duality gap: 0.47804
Dual objective value: dval=272.99803
Primal objective value: pval=273.47607
Total number of constraints in final working set: 80 (of 198)
Number of iterations: 199
Number of calls to 'find_most_violated_constraint': 17910
Number of SV: 27 
Norm of weight vector: |w|=3.22622
Value of slack variable (on working set): xi=267.92285
Value of slack variable (global): xi=268.27181
Norm of longest difference vector: ||Psi(x,y)-Psi(x,ybar)||=502.79205
Runtime in cpu-seconds: 0.76
Compacting linear model...done
Writing learned model...done