Reading training examples...done
Training set properties: 104 features, 90 rankings, 8124 examples
NOTE: Adjusted stopping criterion relative to maximum loss: eps=0.488833
Iter 1: .........*(NumConst=1, SV=1, CEps=488.8333, QPEps=0.0000)
Iter 2: .........*(NumConst=2, SV=2, CEps=334.0647, QPEps=0.0000)
Iter 3: .........*(NumConst=3, SV=2, CEps=534.3085, QPEps=0.0001)
Iter 4: .........*(NumConst=4, SV=3, CEps=1284.6953, QPEps=0.0001)
Iter 5: .........*(NumConst=5, SV=4, CEps=360.2730, QPEps=0.0001)
Iter 6: .........*(NumConst=6, SV=4, CEps=915.2068, QPEps=0.0001)
Iter 7: .........*(NumConst=7, SV=5, CEps=1183.7322, QPEps=0.0006)
Iter 8: .........*(NumConst=8, SV=5, CEps=932.5378, QPEps=49.7259)
Iter 9: .........*(NumConst=9, SV=6, CEps=452.9063, QPEps=47.7594)
Iter 10: .........*(NumConst=10, SV=7, CEps=961.8494, QPEps=23.6151)
Iter 11: .........*(NumConst=11, SV=7, CEps=1151.1790, QPEps=45.5168)
Iter 12: .........*(NumConst=12, SV=8, CEps=1145.9984, QPEps=16.4464)
Iter 13: .........*(NumConst=13, SV=10, CEps=792.9521, QPEps=25.8163)
Iter 14: .........*(NumConst=14, SV=8, CEps=605.5675, QPEps=0.0019)
Iter 15: .........*(NumConst=15, SV=8, CEps=448.3529, QPEps=5.7426)
Iter 16: .........*(NumConst=16, SV=9, CEps=463.9855, QPEps=43.1209)
Iter 17: .........*(NumConst=17, SV=8, CEps=422.1188, QPEps=0.0015)
Iter 18: .........*(NumConst=18, SV=9, CEps=279.2570, QPEps=0.0002)
Iter 19: .........*(NumConst=19, SV=11, CEps=243.2722, QPEps=0.0002)
Iter 20: .........*(NumConst=20, SV=10, CEps=277.6813, QPEps=0.0000)
Iter 21: .........*(NumConst=21, SV=16, CEps=172.2340, QPEps=38.6844)
Iter 22: .........*(NumConst=22, SV=14, CEps=300.6746, QPEps=43.5519)
Iter 23: .........*(NumConst=23, SV=14, CEps=169.2244, QPEps=34.3309)
Iter 24: .........*(NumConst=24, SV=17, CEps=156.5697, QPEps=43.5655)
Iter 25: .........*(NumConst=25, SV=16, CEps=133.4763, QPEps=29.7693)
Iter 26: .........*(NumConst=26, SV=16, CEps=82.7959, QPEps=40.6519)
Iter 27: .........*(NumConst=27, SV=15, CEps=244.3988, QPEps=33.2529)
Iter 28: .........*(NumConst=28, SV=17, CEps=158.1852, QPEps=41.2141)
Iter 29: .........*(NumConst=29, SV=17, CEps=112.6756, QPEps=27.4243)
Iter 30: .........*(NumConst=30, SV=17, CEps=115.5152, QPEps=41.3360)
Iter 31: .........*(NumConst=31, SV=16, CEps=102.1514, QPEps=32.5173)
Iter 32: .........*(NumConst=32, SV=18, CEps=90.2622, QPEps=35.5382)
Iter 33: .........*(NumConst=33, SV=16, CEps=171.3630, QPEps=35.7420)
Iter 34: .........*(NumConst=34, SV=16, CEps=106.9514, QPEps=23.7734)
Iter 35: .........*(NumConst=35, SV=19, CEps=86.4063, QPEps=19.4943)
Iter 36: .........*(NumConst=36, SV=20, CEps=82.8515, QPEps=30.6264)
Iter 37: .........*(NumConst=37, SV=18, CEps=87.0469, QPEps=38.2333)
Iter 38: .........*(NumConst=38, SV=20, CEps=86.1472, QPEps=36.4547)
Iter 39: .........*(NumConst=39, SV=19, CEps=70.1993, QPEps=32.7301)
Iter 40: .........*(NumConst=40, SV=20, CEps=84.1495, QPEps=33.0248)
Iter 41: .........*(NumConst=41, SV=20, CEps=81.6568, QPEps=27.5975)
Iter 42: .........*(NumConst=42, SV=20, CEps=67.0870, QPEps=29.5138)
Iter 43: .........*(NumConst=43, SV=23, CEps=60.8997, QPEps=25.9797)
Iter 44: .........*(NumConst=44, SV=20, CEps=81.3944, QPEps=23.5999)
Iter 45: .........*(NumConst=45, SV=19, CEps=51.7316, QPEps=22.0269)
Iter 46: .........*(NumConst=46, SV=21, CEps=61.7714, QPEps=17.7033)
Iter 47: .........*(NumConst=47, SV=19, CEps=75.0600, QPEps=23.4699)
Iter 48: .........*(NumConst=48, SV=19, CEps=41.8228, QPEps=19.5255)
Iter 49: .........*(NumConst=49, SV=20, CEps=56.3391, QPEps=13.0136)
Iter 50: .........*(NumConst=50, SV=19, CEps=39.5175, QPEps=10.8123)
Iter 51: .........*(NumConst=51, SV=18, CEps=48.4160, QPEps=19.3741)
Iter 52: .........*(NumConst=52, SV=20, CEps=35.7111, QPEps=10.4552)
Iter 53: .........*(NumConst=53, SV=21, CEps=55.8191, QPEps=8.7620)
Iter 54: .........*(NumConst=54, SV=23, CEps=45.9855, QPEps=13.0379)
Iter 55: .........*(NumConst=55, SV=22, CEps=51.0420, QPEps=11.6106)
Iter 56: .........*(NumConst=56, SV=26, CEps=32.1987, QPEps=13.5966)
Iter 57: .........*(NumConst=57, SV=25, CEps=38.9356, QPEps=13.3469)
Iter 58: .........*(NumConst=58, SV=24, CEps=37.5657, QPEps=14.3107)
Iter 59: .........*(NumConst=59, SV=26, CEps=28.1113, QPEps=13.0695)
Iter 60: .........*(NumConst=60, SV=26, CEps=32.3640, QPEps=13.5522)
Iter 61: .........*(NumConst=61, SV=23, CEps=24.6523, QPEps=12.2884)
Iter 62: .........*(NumConst=62, SV=23, CEps=32.6175, QPEps=10.6716)
Iter 63: .........*(NumConst=62, SV=24, CEps=24.9623, QPEps=9.2927)
Iter 64: .........*(NumConst=63, SV=25, CEps=25.3545, QPEps=11.1325)
Iter 65: .........*(NumConst=64, SV=22, CEps=26.6477, QPEps=10.4256)
Iter 66: .........*(NumConst=64, SV=25, CEps=19.1953, QPEps=9.3319)
Iter 67: .........*(NumConst=65, SV=26, CEps=33.7624, QPEps=8.6510)
Iter 68: .........*(NumConst=66, SV=25, CEps=46.1319, QPEps=6.3957)
Iter 69: .........*(NumConst=67, SV=26, CEps=22.8083, QPEps=7.7910)
Iter 70: .........*(NumConst=68, SV=27, CEps=33.9566, QPEps=8.6904)
Iter 71: .........*(NumConst=67, SV=26, CEps=21.7074, QPEps=9.1188)
Iter 72: .........*(NumConst=68, SV=27, CEps=15.7438, QPEps=6.2322)
Iter 73: .........*(NumConst=69, SV=24, CEps=27.1224, QPEps=7.0257)
Iter 74: .........*(NumConst=69, SV=23, CEps=18.3129, QPEps=7.7891)
Iter 75: .........*(NumConst=68, SV=27, CEps=17.9227, QPEps=5.5260)
Iter 76: .........*(NumConst=68, SV=24, CEps=25.8506, QPEps=5.4623)
Iter 77: .........*(NumConst=69, SV=23, CEps=18.0048, QPEps=4.2802)
Iter 78: .........*(NumConst=70, SV=24, CEps=17.3804, QPEps=7.4846)
Iter 79: .........*(NumConst=70, SV=24, CEps=9.7396, QPEps=4.6949)
Iter 80: .........*(NumConst=70, SV=23, CEps=11.2060, QPEps=4.5800)
Iter 81: .........*(NumConst=70, SV=22, CEps=21.7564, QPEps=3.7490)
Iter 82: .........*(NumConst=71, SV=25, CEps=20.9780, QPEps=4.0646)
Iter 83: .........*(NumConst=72, SV=29, CEps=12.9493, QPEps=4.7304)
Iter 84: .........*(NumConst=73, SV=27, CEps=26.5466, QPEps=2.3141)
Iter 85: .........*(NumConst=73, SV=28, CEps=13.5729, QPEps=4.6447)
Iter 86: .........*(NumConst=74, SV=30, CEps=10.8227, QPEps=2.5535)
Iter 87: .........*(NumConst=73, SV=27, CEps=11.7576, QPEps=3.9120)
Iter 88: .........*(NumConst=71, SV=27, CEps=11.0782, QPEps=1.6992)
Iter 89: .........*(NumConst=72, SV=26, CEps=11.5570, QPEps=3.7874)
Iter 90: .........*(NumConst=72, SV=27, CEps=7.7920, QPEps=2.9218)
Iter 91: .........*(NumConst=73, SV=29, CEps=15.1643, QPEps=3.6469)
Iter 92: .........*(NumConst=74, SV=27, CEps=9.8293, QPEps=3.6382)
Iter 93: .........*(NumConst=73, SV=28, CEps=8.9741, QPEps=3.0877)
Iter 94: .........*(NumConst=73, SV=28, CEps=6.8987, QPEps=3.4199)
Iter 95: .........*(NumConst=74, SV=29, CEps=11.4783, QPEps=3.3191)
Iter 96: .........*(NumConst=74, SV=28, CEps=12.6109, QPEps=2.9854)
Iter 97: .........*(NumConst=74, SV=31, CEps=7.1317, QPEps=2.0850)
Iter 98: .........*(NumConst=75, SV=30, CEps=8.6883, QPEps=3.4455)
Iter 99: .........*(NumConst=76, SV=27, CEps=10.8595, QPEps=2.7769)
Iter 100: .........*(NumConst=77, SV=28, CEps=8.8678, QPEps=2.7596)
Iter 101: .........*(NumConst=78, SV=27, CEps=7.0747, QPEps=3.0466)
Iter 102: .........*(NumConst=79, SV=26, CEps=7.1589, QPEps=3.4104)
Iter 103: .........*(NumConst=79, SV=30, CEps=6.2518, QPEps=3.0757)
Iter 104: .........*(NumConst=79, SV=29, CEps=6.7839, QPEps=2.5582)
Iter 105: .........*(NumConst=80, SV=31, CEps=7.4867, QPEps=2.6166)
Iter 106: .........*(NumConst=79, SV=30, CEps=4.5278, QPEps=1.5692)
Iter 107: .........*(NumConst=77, SV=30, CEps=8.4795, QPEps=2.1384)
Iter 108: .........*(NumConst=78, SV=29, CEps=7.0145, QPEps=2.2600)
Iter 109: .........*(NumConst=78, SV=29, CEps=8.2530, QPEps=2.1055)
Iter 110: .........*(NumConst=78, SV=29, CEps=7.9330, QPEps=1.9593)
Iter 111: .........*(NumConst=79, SV=32, CEps=4.4922, QPEps=1.7887)
Iter 112: .........*(NumConst=80, SV=34, CEps=7.2324, QPEps=1.8890)
Iter 113: .........*(NumConst=81, SV=33, CEps=6.7374, QPEps=1.6738)
Iter 114: .........*(NumConst=79, SV=35, CEps=7.4633, QPEps=2.2281)
Iter 115: .........*(NumConst=80, SV=34, CEps=4.4729, QPEps=2.1002)
Iter 116: .........*(NumConst=81, SV=34, CEps=5.3024, QPEps=1.9509)
Iter 117: .........*(NumConst=81, SV=35, CEps=5.1358, QPEps=1.1652)
Iter 118: .........*(NumConst=82, SV=33, CEps=4.6629, QPEps=1.1427)
Iter 119: .........*(NumConst=81, SV=32, CEps=4.1636, QPEps=1.8846)
Iter 120: .........*(NumConst=82, SV=33, CEps=4.4152, QPEps=1.9338)
Iter 121: .........*(NumConst=82, SV=33, CEps=4.5205, QPEps=1.2984)
Iter 122: .........*(NumConst=80, SV=36, CEps=2.8406, QPEps=1.0006)
Iter 123: .........*(NumConst=80, SV=33, CEps=4.9010, QPEps=1.0931)
Iter 124: .........*(NumConst=81, SV=32, CEps=3.8552, QPEps=0.9068)
Iter 125: .........*(NumConst=78, SV=33, CEps=3.1598, QPEps=1.3893)
Iter 126: .........*(NumConst=78, SV=32, CEps=5.1611, QPEps=1.3474)
Iter 127: .........*(NumConst=79, SV=33, CEps=2.9116, QPEps=1.2611)
Iter 128: .........*(NumConst=79, SV=34, CEps=3.9317, QPEps=1.2911)
Iter 129: .........*(NumConst=78, SV=35, CEps=3.2210, QPEps=1.3883)
Iter 130: .........*(NumConst=79, SV=37, CEps=3.3461, QPEps=1.0229)
Iter 131: .........*(NumConst=80, SV=35, CEps=5.1164, QPEps=1.3953)
Iter 132: .........*(NumConst=79, SV=35, CEps=3.4284, QPEps=1.1797)
Iter 133: .........*(NumConst=80, SV=35, CEps=2.2718, QPEps=0.9865)
Iter 134: .........*(NumConst=80, SV=36, CEps=2.7068, QPEps=0.7213)
Iter 135: .........*(NumConst=81, SV=35, CEps=2.2923, QPEps=0.9701)
Iter 136: .........*(NumConst=79, SV=34, CEps=2.4534, QPEps=1.1249)
Iter 137: .........*(NumConst=80, SV=36, CEps=2.3948, QPEps=1.0951)
Iter 138: .........*(NumConst=81, SV=33, CEps=2.3667, QPEps=0.9432)
Iter 139: .........*(NumConst=82, SV=32, CEps=2.2278, QPEps=0.6579)
Iter 140: .........*(NumConst=83, SV=35, CEps=2.5879, QPEps=0.9206)
Iter 141: .........*(NumConst=83, SV=34, CEps=3.0726, QPEps=0.7842)
Iter 142: .........*(NumConst=84, SV=38, CEps=1.7620, QPEps=0.8429)
Iter 143: .........*(NumConst=83, SV=38, CEps=2.5534, QPEps=0.8414)
Iter 144: .........*(NumConst=83, SV=38, CEps=2.5199, QPEps=0.6303)
Iter 145: .........*(NumConst=82, SV=36, CEps=1.9909, QPEps=0.5791)
Iter 146: .........*(NumConst=83, SV=35, CEps=1.4231, QPEps=0.6550)
Iter 147: .........*(NumConst=83, SV=34, CEps=2.0462, QPEps=0.5059)
Iter 148: .........*(NumConst=82, SV=35, CEps=1.7555, QPEps=0.6253)
Iter 149: .........*(NumConst=83, SV=33, CEps=1.9980, QPEps=0.6838)
Iter 150: .........*(NumConst=84, SV=36, CEps=1.1260, QPEps=0.3509)
Iter 151: .........*(NumConst=85, SV=34, CEps=3.7766, QPEps=0.5580)
Iter 152: .........*(NumConst=86, SV=34, CEps=1.7802, QPEps=0.4081)
Iter 153: .........*(NumConst=87, SV=35, CEps=1.8266, QPEps=0.4699)
Iter 154: .........*(NumConst=88, SV=34, CEps=1.6900, QPEps=0.4905)
Iter 155: .........*(NumConst=89, SV=33, CEps=1.0279, QPEps=0.5093)
Iter 156: .........*(NumConst=88, SV=32, CEps=1.9741, QPEps=0.3351)
Iter 157: .........*(NumConst=89, SV=33, CEps=1.3455, QPEps=0.4615)
Iter 158: .........*(NumConst=89, SV=29, CEps=1.6095, QPEps=0.3813)
Iter 159: .........*(NumConst=89, SV=30, CEps=1.0807, QPEps=0.4829)
Iter 160: .........*(NumConst=90, SV=29, CEps=1.5499, QPEps=0.3128)
Iter 161: .........*(NumConst=91, SV=33, CEps=0.8804, QPEps=0.4086)
Iter 162: .........*(NumConst=91, SV=29, CEps=1.3623, QPEps=0.3528)
Iter 163: .........*(NumConst=92, SV=29, CEps=1.3025, QPEps=0.4175)
Iter 164: .........*(NumConst=91, SV=32, CEps=0.9406, QPEps=0.4228)
Iter 165: .........*(NumConst=88, SV=28, CEps=1.5904, QPEps=0.2944)
Iter 166: .........*(NumConst=88, SV=31, CEps=0.8599, QPEps=0.3738)
Iter 167: .........*(NumConst=87, SV=32, CEps=0.9601, QPEps=0.4150)
Iter 168: .........*(NumConst=87, SV=31, CEps=1.1503, QPEps=0.3840)
Iter 169: .........*(NumConst=88, SV=30, CEps=0.6217, QPEps=0.1832)
Iter 170: .........*(NumConst=88, SV=28, CEps=0.6940, QPEps=0.2844)
Iter 171: .........*(NumConst=89, SV=28, CEps=1.3620, QPEps=0.2769)
Iter 172: .........*(NumConst=87, SV=30, CEps=0.9445, QPEps=0.2684)
Iter 173: .........*(NumConst=88, SV=29, CEps=0.9747, QPEps=0.1787)
Iter 174: .........*(NumConst=88, SV=29, CEps=0.8242, QPEps=0.3065)
Iter 175: .........*(NumConst=88, SV=31, CEps=0.6756, QPEps=0.2871)
Iter 176: .........*(NumConst=88, SV=31, CEps=0.5263, QPEps=0.1683)
Iter 177: .........*(NumConst=88, SV=30, CEps=0.9036, QPEps=0.2083)
Iter 178: .........*(NumConst=89, SV=32, CEps=0.6608, QPEps=0.2617)
Iter 179: .........*(NumConst=90, SV=29, CEps=0.5801, QPEps=0.2547)
Iter 180: .........*(NumConst=90, SV=31, CEps=0.7603, QPEps=0.2538)
Iter 181: .........*(NumConst=90, SV=32, CEps=0.5767, QPEps=0.2056)
Iter 182: .........*(NumConst=90, SV=35, CEps=0.4950, QPEps=0.2336)
Iter 183: .........*(NumConst=91, SV=36, CEps=0.7026, QPEps=0.2366)
Iter 184: .........*(NumConst=91, SV=34, CEps=0.6470, QPEps=0.2151)
Iter 185: .........(NumConst=91, SV=34, CEps=0.4886, QPEps=0.2151)
Final epsilon on KKT-Conditions: 0.48860
Upper bound on duality gap: 0.04698
Dual objective value: dval=19.88297
Primal objective value: pval=19.92995
Total number of constraints in final working set: 91 (of 184)
Number of iterations: 185
Number of calls to 'find_most_violated_constraint': 16650
Number of SV: 34 
Norm of weight vector: |w|=1.65687
Value of slack variable (on working set): xi=185.24301
Value of slack variable (global): xi=185.57341
Norm of longest difference vector: ||Psi(x,y)-Psi(x,ybar)||=1745.85032
Runtime in cpu-seconds: 1.02
Compacting linear model...done
Writing learned model...done