Reading training examples...done
Training set properties: 49 features, 180 rankings, 15501 examples
NOTE: Adjusted stopping criterion relative to maximum loss: eps=1.006856
Iter 1: .........*(NumConst=1, SV=1, CEps=1006.8556, QPEps=0.0000)
Iter 2: .........*(NumConst=2, SV=2, CEps=1640.0940, QPEps=0.0002)
Iter 3: .........*(NumConst=3, SV=3, CEps=1604.9240, QPEps=0.0005)
Iter 4: .........*(NumConst=4, SV=4, CEps=1588.4688, QPEps=0.0151)
Iter 5: .........*(NumConst=5, SV=4, CEps=1375.2241, QPEps=0.0025)
Iter 6: .........*(NumConst=6, SV=5, CEps=1119.9674, QPEps=0.0087)
Iter 7: .........*(NumConst=7, SV=5, CEps=1620.1015, QPEps=18.2240)
Iter 8: .........*(NumConst=8, SV=6, CEps=1620.8017, QPEps=49.7374)
Iter 9: .........*(NumConst=9, SV=7, CEps=1738.5943, QPEps=12.6960)
Iter 10: .........*(NumConst=10, SV=6, CEps=2541.4195, QPEps=28.4880)
Iter 11: .........*(NumConst=11, SV=7, CEps=2004.5596, QPEps=3.1749)
Iter 12: .........*(NumConst=12, SV=9, CEps=2556.3706, QPEps=0.1232)
Iter 13: .........*(NumConst=13, SV=9, CEps=3844.8321, QPEps=0.1018)
Iter 14: .........*(NumConst=14, SV=9, CEps=954.5558, QPEps=0.0131)
Iter 15: .........*(NumConst=15, SV=8, CEps=1048.1357, QPEps=0.0046)
Iter 16: .........*(NumConst=16, SV=10, CEps=379.9469, QPEps=0.0054)
Iter 17: .........*(NumConst=17, SV=10, CEps=652.1623, QPEps=29.1333)
Iter 18: .........*(NumConst=18, SV=12, CEps=528.0154, QPEps=20.5526)
Iter 19: .........*(NumConst=19, SV=13, CEps=347.6629, QPEps=40.3178)
Iter 20: .........*(NumConst=20, SV=14, CEps=474.7809, QPEps=38.2526)
Iter 21: .........*(NumConst=21, SV=14, CEps=341.2507, QPEps=30.3901)
Iter 22: .........*(NumConst=22, SV=15, CEps=422.6426, QPEps=47.8076)
Iter 23: .........*(NumConst=23, SV=17, CEps=418.0003, QPEps=47.1512)
Iter 24: .........*(NumConst=24, SV=12, CEps=410.4958, QPEps=41.6173)
Iter 25: .........*(NumConst=25, SV=13, CEps=276.0796, QPEps=49.0487)
Iter 26: .........*(NumConst=26, SV=13, CEps=247.8699, QPEps=35.3742)
Iter 27: .........*(NumConst=27, SV=11, CEps=270.5187, QPEps=18.3591)
Iter 28: .........*(NumConst=28, SV=12, CEps=262.3530, QPEps=41.8711)
Iter 29: .........*(NumConst=29, SV=13, CEps=287.2396, QPEps=23.9555)
Iter 30: .........*(NumConst=30, SV=13, CEps=244.9717, QPEps=26.6126)
Iter 31: .........*(NumConst=31, SV=14, CEps=331.5866, QPEps=19.2603)
Iter 32: .........*(NumConst=32, SV=15, CEps=233.8464, QPEps=43.9266)
Iter 33: .........*(NumConst=33, SV=15, CEps=404.6392, QPEps=45.0819)
Iter 34: .........*(NumConst=34, SV=16, CEps=196.0690, QPEps=49.6706)
Iter 35: .........*(NumConst=35, SV=16, CEps=138.5095, QPEps=28.9054)
Iter 36: .........*(NumConst=36, SV=15, CEps=216.8562, QPEps=31.7800)
Iter 37: .........*(NumConst=37, SV=18, CEps=178.7028, QPEps=34.9025)
Iter 38: .........*(NumConst=38, SV=17, CEps=229.1116, QPEps=32.2133)
Iter 39: .........*(NumConst=39, SV=17, CEps=142.2892, QPEps=43.2385)
Iter 40: .........*(NumConst=40, SV=17, CEps=135.5021, QPEps=28.7347)
Iter 41: .........*(NumConst=41, SV=18, CEps=115.4353, QPEps=48.6742)
Iter 42: .........*(NumConst=42, SV=20, CEps=255.9311, QPEps=42.9646)
Iter 43: .........*(NumConst=43, SV=17, CEps=177.4385, QPEps=41.4311)
Iter 44: .........*(NumConst=44, SV=18, CEps=136.9379, QPEps=45.8835)
Iter 45: .........*(NumConst=45, SV=19, CEps=185.2121, QPEps=44.3540)
Iter 46: .........*(NumConst=46, SV=18, CEps=176.6691, QPEps=39.1104)
Iter 47: .........*(NumConst=47, SV=19, CEps=147.3782, QPEps=30.9567)
Iter 48: .........*(NumConst=48, SV=22, CEps=123.5866, QPEps=38.1073)
Iter 49: .........*(NumConst=49, SV=22, CEps=87.8536, QPEps=33.9892)
Iter 50: .........*(NumConst=50, SV=22, CEps=142.9524, QPEps=32.9598)
Iter 51: .........*(NumConst=51, SV=22, CEps=112.3736, QPEps=36.5091)
Iter 52: .........*(NumConst=52, SV=23, CEps=129.1408, QPEps=38.3272)
Iter 53: .........*(NumConst=53, SV=20, CEps=86.8315, QPEps=37.1601)
Iter 54: .........*(NumConst=54, SV=20, CEps=85.6999, QPEps=35.2836)
Iter 55: .........*(NumConst=55, SV=20, CEps=72.4729, QPEps=31.4559)
Iter 56: .........*(NumConst=55, SV=20, CEps=118.4704, QPEps=26.9495)
Iter 57: .........*(NumConst=56, SV=20, CEps=58.0184, QPEps=26.3404)
Iter 58: .........*(NumConst=57, SV=20, CEps=100.7772, QPEps=7.7626)
Iter 59: .........*(NumConst=58, SV=23, CEps=101.2683, QPEps=27.8069)
Iter 60: .........*(NumConst=59, SV=21, CEps=76.9250, QPEps=28.8109)
Iter 61: .........*(NumConst=60, SV=21, CEps=81.8234, QPEps=25.7047)
Iter 62: .........*(NumConst=61, SV=23, CEps=68.2362, QPEps=22.3310)
Iter 63: .........*(NumConst=62, SV=23, CEps=63.7202, QPEps=21.2471)
Iter 64: .........*(NumConst=63, SV=24, CEps=82.6870, QPEps=22.3830)
Iter 65: .........*(NumConst=64, SV=23, CEps=46.0255, QPEps=21.0464)
Iter 66: .........*(NumConst=65, SV=24, CEps=72.6079, QPEps=20.5816)
Iter 67: .........*(NumConst=66, SV=21, CEps=72.9285, QPEps=18.4101)
Iter 68: .........*(NumConst=67, SV=21, CEps=66.2128, QPEps=17.0239)
Iter 69: .........*(NumConst=68, SV=22, CEps=47.7638, QPEps=20.5025)
Iter 70: .........*(NumConst=68, SV=24, CEps=56.8952, QPEps=14.4459)
Iter 71: .........*(NumConst=68, SV=24, CEps=47.7673, QPEps=21.5558)
Iter 72: .........*(NumConst=69, SV=24, CEps=33.7426, QPEps=14.5948)
Iter 73: .........*(NumConst=66, SV=23, CEps=53.3533, QPEps=10.0276)
Iter 74: .........*(NumConst=67, SV=24, CEps=66.4522, QPEps=14.2806)
Iter 75: .........*(NumConst=66, SV=23, CEps=31.7250, QPEps=15.6875)
Iter 76: .........*(NumConst=65, SV=23, CEps=44.9087, QPEps=13.3731)
Iter 77: .........*(NumConst=66, SV=22, CEps=43.9831, QPEps=10.2737)
Iter 78: .........*(NumConst=67, SV=23, CEps=39.3894, QPEps=15.2544)
Iter 79: .........*(NumConst=68, SV=26, CEps=28.3197, QPEps=11.8661)
Iter 80: .........*(NumConst=69, SV=24, CEps=36.6456, QPEps=11.0496)
Iter 81: .........*(NumConst=69, SV=25, CEps=35.5895, QPEps=9.4208)
Iter 82: .........*(NumConst=70, SV=27, CEps=37.1319, QPEps=7.8791)
Iter 83: .........*(NumConst=71, SV=22, CEps=33.0165, QPEps=11.7447)
Iter 84: .........*(NumConst=71, SV=23, CEps=23.4572, QPEps=10.3529)
Iter 85: .........*(NumConst=72, SV=22, CEps=17.9100, QPEps=7.1879)
Iter 86: .........*(NumConst=73, SV=25, CEps=20.8918, QPEps=7.6244)
Iter 87: .........*(NumConst=73, SV=25, CEps=36.6436, QPEps=7.1726)
Iter 88: .........*(NumConst=74, SV=26, CEps=19.1428, QPEps=6.6058)
Iter 89: .........*(NumConst=73, SV=25, CEps=26.3140, QPEps=8.0925)
Iter 90: .........*(NumConst=73, SV=25, CEps=26.8976, QPEps=8.9438)
Iter 91: .........*(NumConst=72, SV=26, CEps=23.3563, QPEps=8.5598)
Iter 92: .........*(NumConst=70, SV=25, CEps=20.7127, QPEps=8.1599)
Iter 93: .........*(NumConst=70, SV=27, CEps=16.6948, QPEps=7.5835)
Iter 94: .........*(NumConst=70, SV=26, CEps=16.0618, QPEps=5.7396)
Iter 95: .........*(NumConst=70, SV=27, CEps=18.4161, QPEps=6.9005)
Iter 96: .........*(NumConst=71, SV=28, CEps=18.8327, QPEps=7.9450)
Iter 97: .........*(NumConst=72, SV=29, CEps=14.6079, QPEps=7.2990)
Iter 98: .........*(NumConst=73, SV=28, CEps=18.5412, QPEps=6.5209)
Iter 99: .........*(NumConst=73, SV=28, CEps=19.8546, QPEps=7.2134)
Iter 100: .........*(NumConst=73, SV=27, CEps=25.6998, QPEps=6.7740)
Iter 101: .........*(NumConst=74, SV=28, CEps=18.0206, QPEps=6.3314)
Iter 102: .........*(NumConst=74, SV=28, CEps=18.6774, QPEps=7.1296)
Iter 103: .........*(NumConst=74, SV=27, CEps=13.5211, QPEps=6.0107)
Iter 104: .........*(NumConst=74, SV=27, CEps=14.9056, QPEps=6.1730)
Iter 105: .........*(NumConst=74, SV=28, CEps=19.7915, QPEps=4.8672)
Iter 106: .........*(NumConst=74, SV=25, CEps=11.3041, QPEps=3.4110)
Iter 107: .........*(NumConst=73, SV=26, CEps=15.6030, QPEps=4.5878)
Iter 108: .........*(NumConst=73, SV=27, CEps=10.4198, QPEps=4.5502)
Iter 109: .........*(NumConst=73, SV=24, CEps=14.7541, QPEps=5.1019)
Iter 110: .........*(NumConst=73, SV=26, CEps=9.1165, QPEps=4.2041)
Iter 111: .........*(NumConst=74, SV=27, CEps=11.4870, QPEps=4.0216)
Iter 112: .........*(NumConst=74, SV=24, CEps=8.8975, QPEps=4.2776)
Iter 113: .........*(NumConst=75, SV=23, CEps=9.3856, QPEps=2.9906)
Iter 114: .........*(NumConst=75, SV=23, CEps=10.5678, QPEps=2.3783)
Iter 115: .........*(NumConst=75, SV=24, CEps=8.4949, QPEps=3.0498)
Iter 116: .........*(NumConst=74, SV=24, CEps=7.0976, QPEps=3.0448)
Iter 117: .........*(NumConst=75, SV=24, CEps=7.6361, QPEps=3.1644)
Iter 118: .........*(NumConst=75, SV=26, CEps=12.3773, QPEps=3.5355)
Iter 119: .........*(NumConst=75, SV=23, CEps=10.3452, QPEps=2.6546)
Iter 120: .........*(NumConst=75, SV=25, CEps=7.0691, QPEps=3.3076)
Iter 121: .........*(NumConst=76, SV=27, CEps=8.7985, QPEps=2.8822)
Iter 122: .........*(NumConst=75, SV=26, CEps=8.6751, QPEps=3.3818)
Iter 123: .........*(NumConst=76, SV=27, CEps=6.1816, QPEps=2.8551)
Iter 124: .........*(NumConst=74, SV=26, CEps=8.5959, QPEps=2.9076)
Iter 125: .........*(NumConst=75, SV=24, CEps=6.3752, QPEps=2.9499)
Iter 126: .........*(NumConst=76, SV=26, CEps=6.6529, QPEps=2.9832)
Iter 127: .........*(NumConst=77, SV=26, CEps=5.8478, QPEps=2.2847)
Iter 128: .........*(NumConst=76, SV=27, CEps=6.1548, QPEps=2.8041)
Iter 129: .........*(NumConst=76, SV=27, CEps=7.7943, QPEps=2.3291)
Iter 130: .........*(NumConst=76, SV=27, CEps=4.7009, QPEps=2.0774)
Iter 131: .........*(NumConst=77, SV=27, CEps=8.8349, QPEps=2.0980)
Iter 132: .........*(NumConst=76, SV=26, CEps=5.7608, QPEps=1.8571)
Iter 133: .........*(NumConst=76, SV=28, CEps=4.7665, QPEps=2.3282)
Iter 134: .........*(NumConst=76, SV=25, CEps=6.2346, QPEps=1.8919)
Iter 135: .........*(NumConst=77, SV=24, CEps=4.2635, QPEps=2.0719)
Iter 136: .........*(NumConst=77, SV=26, CEps=4.5187, QPEps=1.9909)
Iter 137: .........*(NumConst=77, SV=25, CEps=5.0428, QPEps=1.7464)
Iter 138: .........*(NumConst=76, SV=24, CEps=3.7130, QPEps=0.9926)
Iter 139: .........*(NumConst=77, SV=27, CEps=3.2933, QPEps=1.4080)
Iter 140: .........*(NumConst=78, SV=25, CEps=5.0483, QPEps=1.6282)
Iter 141: .........*(NumConst=79, SV=27, CEps=4.3931, QPEps=1.3743)
Iter 142: .........*(NumConst=80, SV=26, CEps=4.8076, QPEps=1.5330)
Iter 143: .........*(NumConst=78, SV=26, CEps=3.4286, QPEps=1.4944)
Iter 144: .........*(NumConst=79, SV=23, CEps=4.9754, QPEps=0.8343)
Iter 145: .........*(NumConst=80, SV=26, CEps=2.6470, QPEps=1.2833)
Iter 146: .........*(NumConst=81, SV=26, CEps=5.4490, QPEps=1.2842)
Iter 147: .........*(NumConst=82, SV=26, CEps=4.0615, QPEps=0.9822)
Iter 148: .........*(NumConst=81, SV=27, CEps=3.2634, QPEps=1.2265)
Iter 149: .........*(NumConst=81, SV=26, CEps=4.9995, QPEps=1.2275)
Iter 150: .........*(NumConst=81, SV=26, CEps=3.6528, QPEps=1.0048)
Iter 151: .........*(NumConst=80, SV=26, CEps=3.0895, QPEps=0.6777)
Iter 152: .........*(NumConst=80, SV=24, CEps=2.7953, QPEps=0.9263)
Iter 153: .........*(NumConst=79, SV=27, CEps=2.6318, QPEps=1.2820)
Iter 154: .........*(NumConst=80, SV=27, CEps=3.4879, QPEps=0.9971)
Iter 155: .........*(NumConst=80, SV=29, CEps=2.4224, QPEps=1.1876)
Iter 156: .........*(NumConst=80, SV=28, CEps=2.0498, QPEps=0.9037)
Iter 157: .........*(NumConst=78, SV=28, CEps=2.2983, QPEps=0.8164)
Iter 158: .........*(NumConst=78, SV=29, CEps=1.8127, QPEps=0.8319)
Iter 159: .........*(NumConst=79, SV=29, CEps=2.5892, QPEps=0.8964)
Iter 160: .........*(NumConst=80, SV=27, CEps=2.1534, QPEps=0.7933)
Iter 161: .........*(NumConst=79, SV=30, CEps=2.1102, QPEps=0.6447)
Iter 162: .........*(NumConst=79, SV=27, CEps=2.1374, QPEps=0.6149)
Iter 163: .........*(NumConst=79, SV=27, CEps=2.1612, QPEps=0.8609)
Iter 164: .........*(NumConst=79, SV=26, CEps=2.8994, QPEps=0.8392)
Iter 165: .........*(NumConst=78, SV=27, CEps=1.9469, QPEps=0.8714)
Iter 166: .........*(NumConst=78, SV=27, CEps=1.4584, QPEps=0.6965)
Iter 167: .........*(NumConst=78, SV=27, CEps=1.8293, QPEps=0.6670)
Iter 168: .........*(NumConst=77, SV=29, CEps=1.9065, QPEps=0.6718)
Iter 169: .........*(NumConst=78, SV=26, CEps=2.6030, QPEps=0.7062)
Iter 170: .........*(NumConst=78, SV=26, CEps=1.5880, QPEps=0.4384)
Iter 171: .........*(NumConst=77, SV=28, CEps=1.3237, QPEps=0.6168)
Iter 172: .........*(NumConst=78, SV=26, CEps=1.6187, QPEps=0.4679)
Iter 173: .........*(NumConst=78, SV=28, CEps=1.4905, QPEps=0.5302)
Iter 174: .........*(NumConst=78, SV=28, CEps=1.2061, QPEps=0.3810)
Iter 175: .........*(NumConst=79, SV=28, CEps=2.0103, QPEps=0.4342)
Iter 176: .........*(NumConst=80, SV=29, CEps=1.2176, QPEps=0.5667)
Iter 177: .........*(NumConst=81, SV=28, CEps=1.4625, QPEps=0.5145)
Iter 178: .........*(NumConst=81, SV=27, CEps=1.7283, QPEps=0.4850)
Iter 179: .........*(NumConst=81, SV=26, CEps=1.4658, QPEps=0.4142)
Iter 180: .........*(NumConst=82, SV=28, CEps=1.2280, QPEps=0.4508)
Iter 181: .........*(NumConst=82, SV=24, CEps=1.4271, QPEps=0.4474)
Iter 182: .........*(NumConst=83, SV=29, CEps=1.1558, QPEps=0.5583)
Iter 183: .........*(NumConst=84, SV=26, CEps=1.3973, QPEps=0.5144)
Iter 184: .........*(NumConst=82, SV=28, CEps=1.0119, QPEps=0.4014)
Iter 185: .........*(NumConst=83, SV=27, CEps=1.3639, QPEps=0.5053)
Iter 186: .........(NumConst=83, SV=27, CEps=0.9278, QPEps=0.5053)
Final epsilon on KKT-Conditions: 0.92779
Upper bound on duality gap: 0.33238
Dual objective value: dval=286.02618
Primal objective value: pval=286.35856
Total number of constraints in final working set: 83 (of 185)
Number of iterations: 186
Number of calls to 'find_most_violated_constraint': 33480
Number of SV: 27 
Norm of weight vector: |w|=2.11613
Value of slack variable (on working set): xi=567.70182
Value of slack variable (global): xi=568.23910
Norm of longest difference vector: ||Psi(x,y)-Psi(x,ybar)||=2856.72799
Runtime in cpu-seconds: 1.83
Compacting linear model...done
Writing learned model...done