Reading training examples...done
Training set properties: 104 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=756.2584, QPEps=0.0000)
Iter 3: .........*(NumConst=3, SV=2, CEps=1163.4606, QPEps=0.0006)
Iter 4: .........*(NumConst=4, SV=4, CEps=1129.6628, QPEps=0.0007)
Iter 5: .........*(NumConst=5, SV=4, CEps=2044.5128, QPEps=0.0004)
Iter 6: .........*(NumConst=6, SV=5, CEps=1705.6212, QPEps=0.0007)
Iter 7: .........*(NumConst=7, SV=5, CEps=2092.1404, QPEps=0.0022)
Iter 8: .........*(NumConst=8, SV=6, CEps=2383.6502, QPEps=0.1175)
Iter 9: .........*(NumConst=9, SV=7, CEps=1764.8713, QPEps=7.9641)
Iter 10: .........*(NumConst=10, SV=8, CEps=3345.0001, QPEps=8.2468)
Iter 11: .........*(NumConst=11, SV=7, CEps=5091.3089, QPEps=29.6349)
Iter 12: .........*(NumConst=12, SV=9, CEps=1329.5648, QPEps=0.0044)
Iter 13: .........*(NumConst=13, SV=9, CEps=1426.3745, QPEps=0.0005)
Iter 14: .........*(NumConst=14, SV=9, CEps=1106.0899, QPEps=0.0008)
Iter 15: .........*(NumConst=15, SV=9, CEps=717.2141, QPEps=0.0007)
Iter 16: .........*(NumConst=16, SV=9, CEps=768.8062, QPEps=5.3418)
Iter 17: .........*(NumConst=17, SV=11, CEps=548.0569, QPEps=14.4621)
Iter 18: .........*(NumConst=18, SV=11, CEps=626.8887, QPEps=0.0000)
Iter 19: .........*(NumConst=19, SV=13, CEps=491.8578, QPEps=35.9353)
Iter 20: .........*(NumConst=20, SV=13, CEps=487.0415, QPEps=39.7112)
Iter 21: .........*(NumConst=21, SV=14, CEps=473.6789, QPEps=32.8358)
Iter 22: .........*(NumConst=22, SV=15, CEps=286.0491, QPEps=38.9046)
Iter 23: .........*(NumConst=23, SV=15, CEps=374.0394, QPEps=24.7106)
Iter 24: .........*(NumConst=24, SV=14, CEps=206.4930, QPEps=48.6238)
Iter 25: .........*(NumConst=25, SV=15, CEps=420.7058, QPEps=39.9839)
Iter 26: .........*(NumConst=26, SV=14, CEps=750.0891, QPEps=16.8282)
Iter 27: .........*(NumConst=27, SV=19, CEps=269.6195, QPEps=25.7565)
Iter 28: .........*(NumConst=28, SV=14, CEps=428.1053, QPEps=42.3547)
Iter 29: .........*(NumConst=29, SV=14, CEps=223.6096, QPEps=19.9862)
Iter 30: .........*(NumConst=30, SV=15, CEps=282.0617, QPEps=40.6206)
Iter 31: .........*(NumConst=31, SV=15, CEps=325.6980, QPEps=20.9550)
Iter 32: .........*(NumConst=32, SV=18, CEps=264.3627, QPEps=47.7676)
Iter 33: .........*(NumConst=33, SV=16, CEps=241.9675, QPEps=46.4242)
Iter 34: .........*(NumConst=34, SV=17, CEps=222.0798, QPEps=35.1115)
Iter 35: .........*(NumConst=35, SV=17, CEps=253.6821, QPEps=33.7687)
Iter 36: .........*(NumConst=36, SV=18, CEps=206.2276, QPEps=44.7533)
Iter 37: .........*(NumConst=37, SV=18, CEps=198.1364, QPEps=37.9172)
Iter 38: .........*(NumConst=38, SV=15, CEps=190.0902, QPEps=45.2651)
Iter 39: .........*(NumConst=39, SV=17, CEps=161.6394, QPEps=44.2176)
Iter 40: .........*(NumConst=40, SV=18, CEps=214.5177, QPEps=47.7116)
Iter 41: .........*(NumConst=41, SV=16, CEps=125.4706, QPEps=37.5915)
Iter 42: .........*(NumConst=42, SV=18, CEps=193.9296, QPEps=45.7426)
Iter 43: .........*(NumConst=43, SV=18, CEps=254.8023, QPEps=47.3516)
Iter 44: .........*(NumConst=44, SV=17, CEps=157.6362, QPEps=41.2976)
Iter 45: .........*(NumConst=45, SV=16, CEps=214.2895, QPEps=30.0146)
Iter 46: .........*(NumConst=46, SV=16, CEps=168.0024, QPEps=34.0281)
Iter 47: .........*(NumConst=47, SV=16, CEps=96.2044, QPEps=19.8750)
Iter 48: .........*(NumConst=48, SV=18, CEps=90.8061, QPEps=33.2815)
Iter 49: .........*(NumConst=49, SV=17, CEps=112.2222, QPEps=43.7450)
Iter 50: .........*(NumConst=50, SV=18, CEps=85.4496, QPEps=41.2593)
Iter 51: .........*(NumConst=51, SV=21, CEps=119.6798, QPEps=36.4546)
Iter 52: .........*(NumConst=52, SV=18, CEps=179.1381, QPEps=35.7734)
Iter 53: .........*(NumConst=53, SV=21, CEps=114.3323, QPEps=42.3280)
Iter 54: .........*(NumConst=53, SV=17, CEps=88.4988, QPEps=36.9119)
Iter 55: .........*(NumConst=54, SV=19, CEps=114.1723, QPEps=40.6968)
Iter 56: .........*(NumConst=55, SV=19, CEps=84.0679, QPEps=35.6514)
Iter 57: .........*(NumConst=56, SV=18, CEps=91.7469, QPEps=32.9376)
Iter 58: .........*(NumConst=57, SV=21, CEps=72.4750, QPEps=27.4868)
Iter 59: .........*(NumConst=58, SV=19, CEps=81.3559, QPEps=24.2014)
Iter 60: .........*(NumConst=58, SV=22, CEps=60.9900, QPEps=26.5981)
Iter 61: .........*(NumConst=59, SV=23, CEps=88.3657, QPEps=28.0357)
Iter 62: .........*(NumConst=60, SV=20, CEps=96.5880, QPEps=26.7522)
Iter 63: .........*(NumConst=60, SV=20, CEps=62.7157, QPEps=27.6329)
Iter 64: .........*(NumConst=61, SV=20, CEps=55.4647, QPEps=25.1869)
Iter 65: .........*(NumConst=61, SV=20, CEps=55.6533, QPEps=21.2600)
Iter 66: .........*(NumConst=62, SV=21, CEps=91.0517, QPEps=22.6814)
Iter 67: .........*(NumConst=63, SV=25, CEps=53.4283, QPEps=24.6011)
Iter 68: .........*(NumConst=64, SV=27, CEps=70.2880, QPEps=21.3783)
Iter 69: .........*(NumConst=65, SV=21, CEps=117.5364, QPEps=23.6109)
Iter 70: .........*(NumConst=65, SV=21, CEps=61.7694, QPEps=24.8732)
Iter 71: .........*(NumConst=66, SV=24, CEps=68.5693, QPEps=14.9893)
Iter 72: .........*(NumConst=67, SV=24, CEps=52.4003, QPEps=25.7560)
Iter 73: .........*(NumConst=68, SV=26, CEps=56.8161, QPEps=22.7048)
Iter 74: .........*(NumConst=69, SV=26, CEps=46.5889, QPEps=23.0001)
Iter 75: .........*(NumConst=70, SV=24, CEps=43.2885, QPEps=17.2598)
Iter 76: .........*(NumConst=70, SV=23, CEps=48.8366, QPEps=17.4982)
Iter 77: .........*(NumConst=70, SV=22, CEps=34.8976, QPEps=15.1629)
Iter 78: .........*(NumConst=70, SV=25, CEps=52.8282, QPEps=16.7573)
Iter 79: .........*(NumConst=70, SV=24, CEps=42.7892, QPEps=15.0219)
Iter 80: .........*(NumConst=71, SV=24, CEps=44.7505, QPEps=16.7813)
Iter 81: .........*(NumConst=72, SV=24, CEps=40.6582, QPEps=11.0962)
Iter 82: .........*(NumConst=70, SV=23, CEps=32.5582, QPEps=16.0072)
Iter 83: .........*(NumConst=70, SV=23, CEps=33.4686, QPEps=14.4324)
Iter 84: .........*(NumConst=71, SV=22, CEps=29.4957, QPEps=11.3224)
Iter 85: .........*(NumConst=72, SV=23, CEps=35.8781, QPEps=13.4946)
Iter 86: .........*(NumConst=71, SV=22, CEps=31.1324, QPEps=11.0101)
Iter 87: .........*(NumConst=69, SV=22, CEps=27.4199, QPEps=13.1621)
Iter 88: .........*(NumConst=70, SV=23, CEps=41.9815, QPEps=13.6693)
Iter 89: .........*(NumConst=71, SV=23, CEps=23.4381, QPEps=5.8943)
Iter 90: .........*(NumConst=71, SV=22, CEps=36.5150, QPEps=11.6345)
Iter 91: .........*(NumConst=71, SV=23, CEps=31.3552, QPEps=10.2747)
Iter 92: .........*(NumConst=71, SV=23, CEps=32.1982, QPEps=8.6098)
Iter 93: .........*(NumConst=72, SV=23, CEps=17.7164, QPEps=8.7830)
Iter 94: .........*(NumConst=72, SV=25, CEps=35.0376, QPEps=8.7891)
Iter 95: .........*(NumConst=73, SV=27, CEps=22.6597, QPEps=8.6994)
Iter 96: .........*(NumConst=73, SV=27, CEps=43.0093, QPEps=6.5026)
Iter 97: .........*(NumConst=74, SV=27, CEps=24.2156, QPEps=7.6650)
Iter 98: .........*(NumConst=74, SV=29, CEps=31.2864, QPEps=6.8330)
Iter 99: .........*(NumConst=73, SV=26, CEps=20.4106, QPEps=6.9565)
Iter 100: .........*(NumConst=74, SV=26, CEps=36.2871, QPEps=5.9607)
Iter 101: .........*(NumConst=74, SV=26, CEps=18.6708, QPEps=6.8853)
Iter 102: .........*(NumConst=74, SV=26, CEps=19.1768, QPEps=8.2767)
Iter 103: .........*(NumConst=74, SV=29, CEps=18.4578, QPEps=7.2478)
Iter 104: .........*(NumConst=74, SV=26, CEps=13.4063, QPEps=6.4445)
Iter 105: .........*(NumConst=75, SV=28, CEps=18.2121, QPEps=6.3899)
Iter 106: .........*(NumConst=76, SV=26, CEps=21.1285, QPEps=6.2231)
Iter 107: .........*(NumConst=77, SV=24, CEps=20.6416, QPEps=2.8253)
Iter 108: .........*(NumConst=76, SV=25, CEps=13.6159, QPEps=5.8697)
Iter 109: .........*(NumConst=77, SV=26, CEps=13.3524, QPEps=6.0533)
Iter 110: .........*(NumConst=77, SV=25, CEps=14.3162, QPEps=4.5938)
Iter 111: .........*(NumConst=77, SV=24, CEps=12.8329, QPEps=5.3377)
Iter 112: .........*(NumConst=77, SV=26, CEps=13.6578, QPEps=5.9612)
Iter 113: .........*(NumConst=78, SV=29, CEps=12.7301, QPEps=5.8168)
Iter 114: .........*(NumConst=79, SV=30, CEps=13.1904, QPEps=4.5910)
Iter 115: .........*(NumConst=79, SV=29, CEps=9.0337, QPEps=3.9082)
Iter 116: .........*(NumConst=79, SV=27, CEps=11.0714, QPEps=4.2950)
Iter 117: .........*(NumConst=79, SV=28, CEps=17.8894, QPEps=3.2389)
Iter 118: .........*(NumConst=78, SV=28, CEps=12.2632, QPEps=4.4897)
Iter 119: .........*(NumConst=78, SV=28, CEps=12.6030, QPEps=4.0414)
Iter 120: .........*(NumConst=78, SV=29, CEps=10.4149, QPEps=4.4910)
Iter 121: .........*(NumConst=79, SV=32, CEps=13.8205, QPEps=4.0017)
Iter 122: .........*(NumConst=80, SV=29, CEps=7.9547, QPEps=3.2836)
Iter 123: .........*(NumConst=79, SV=30, CEps=8.2169, QPEps=2.1628)
Iter 124: .........*(NumConst=79, SV=28, CEps=9.1428, QPEps=2.9308)
Iter 125: .........*(NumConst=79, SV=30, CEps=9.0499, QPEps=3.9492)
Iter 126: .........*(NumConst=79, SV=29, CEps=10.2156, QPEps=3.4098)
Iter 127: .........*(NumConst=79, SV=28, CEps=9.2408, QPEps=3.5132)
Iter 128: .........*(NumConst=78, SV=30, CEps=7.6640, QPEps=3.7492)
Iter 129: .........*(NumConst=77, SV=29, CEps=12.5326, QPEps=2.3857)
Iter 130: .........*(NumConst=77, SV=30, CEps=7.0888, QPEps=2.2715)
Iter 131: .........*(NumConst=77, SV=31, CEps=8.2428, QPEps=3.5275)
Iter 132: .........*(NumConst=77, SV=29, CEps=7.2485, QPEps=3.1928)
Iter 133: .........*(NumConst=77, SV=31, CEps=7.4798, QPEps=3.3358)
Iter 134: .........*(NumConst=77, SV=31, CEps=4.6027, QPEps=1.5126)
Iter 135: .........*(NumConst=76, SV=29, CEps=6.9899, QPEps=2.1047)
Iter 136: .........*(NumConst=75, SV=28, CEps=6.7391, QPEps=2.0756)
Iter 137: .........*(NumConst=75, SV=29, CEps=7.7988, QPEps=2.1822)
Iter 138: .........*(NumConst=76, SV=27, CEps=5.7091, QPEps=2.1190)
Iter 139: .........*(NumConst=77, SV=30, CEps=4.3473, QPEps=1.8130)
Iter 140: .........*(NumConst=78, SV=32, CEps=6.1849, QPEps=2.1061)
Iter 141: .........*(NumConst=79, SV=29, CEps=7.6854, QPEps=1.6660)
Iter 142: .........*(NumConst=80, SV=29, CEps=4.7568, QPEps=1.6145)
Iter 143: .........*(NumConst=80, SV=29, CEps=5.1489, QPEps=1.4969)
Iter 144: .........*(NumConst=81, SV=30, CEps=3.5162, QPEps=1.2709)
Iter 145: .........*(NumConst=82, SV=28, CEps=5.2483, QPEps=1.5840)
Iter 146: .........*(NumConst=83, SV=29, CEps=4.7348, QPEps=1.4782)
Iter 147: .........*(NumConst=84, SV=28, CEps=4.5971, QPEps=1.3164)
Iter 148: .........*(NumConst=83, SV=30, CEps=3.8441, QPEps=1.3184)
Iter 149: .........*(NumConst=83, SV=32, CEps=7.0318, QPEps=1.7575)
Iter 150: .........*(NumConst=84, SV=31, CEps=4.3848, QPEps=1.7335)
Iter 151: .........*(NumConst=84, SV=31, CEps=6.4061, QPEps=1.3979)
Iter 152: .........*(NumConst=85, SV=31, CEps=3.0036, QPEps=1.2827)
Iter 153: .........*(NumConst=85, SV=33, CEps=4.5178, QPEps=1.1514)
Iter 154: .........*(NumConst=84, SV=32, CEps=2.8588, QPEps=0.9476)
Iter 155: .........*(NumConst=82, SV=32, CEps=2.8835, QPEps=1.1505)
Iter 156: .........*(NumConst=81, SV=34, CEps=2.7291, QPEps=1.2545)
Iter 157: .........*(NumConst=81, SV=32, CEps=4.1014, QPEps=1.2667)
Iter 158: .........*(NumConst=81, SV=34, CEps=3.9230, QPEps=1.2103)
Iter 159: .........*(NumConst=82, SV=35, CEps=2.9377, QPEps=1.3380)
Iter 160: .........*(NumConst=81, SV=35, CEps=3.4275, QPEps=1.2392)
Iter 161: .........*(NumConst=80, SV=39, CEps=2.2737, QPEps=0.7355)
Iter 162: .........*(NumConst=81, SV=37, CEps=5.1910, QPEps=0.8966)
Iter 163: .........*(NumConst=82, SV=36, CEps=2.5506, QPEps=1.0787)
Iter 164: .........*(NumConst=82, SV=34, CEps=2.2370, QPEps=1.1125)
Iter 165: .........*(NumConst=81, SV=33, CEps=1.8937, QPEps=0.9400)
Iter 166: .........*(NumConst=82, SV=32, CEps=2.1884, QPEps=0.6281)
Iter 167: .........*(NumConst=82, SV=34, CEps=2.0689, QPEps=0.4918)
Iter 168: .........*(NumConst=82, SV=32, CEps=3.1586, QPEps=0.7498)
Iter 169: .........*(NumConst=83, SV=32, CEps=1.7367, QPEps=0.6634)
Iter 170: .........*(NumConst=84, SV=31, CEps=2.1378, QPEps=0.7009)
Iter 171: .........*(NumConst=84, SV=31, CEps=2.4265, QPEps=0.6823)
Iter 172: .........*(NumConst=85, SV=34, CEps=2.7262, QPEps=0.8618)
Iter 173: .........*(NumConst=84, SV=35, CEps=1.5074, QPEps=0.6748)
Iter 174: .........*(NumConst=85, SV=35, CEps=2.4377, QPEps=0.6489)
Iter 175: .........*(NumConst=85, SV=34, CEps=2.3400, QPEps=0.5091)
Iter 176: .........*(NumConst=85, SV=37, CEps=2.2933, QPEps=0.6697)
Iter 177: .........*(NumConst=85, SV=39, CEps=1.1672, QPEps=0.4505)
Iter 178: .........*(NumConst=85, SV=37, CEps=1.8504, QPEps=0.5588)
Iter 179: .........*(NumConst=86, SV=35, CEps=1.9276, QPEps=0.5765)
Iter 180: .........*(NumConst=86, SV=35, CEps=2.0244, QPEps=0.5828)
Iter 181: .........*(NumConst=85, SV=36, CEps=1.2454, QPEps=0.5259)
Iter 182: .........*(NumConst=86, SV=33, CEps=1.8520, QPEps=0.5210)
Iter 183: .........*(NumConst=87, SV=34, CEps=1.5774, QPEps=0.5199)
Iter 184: .........*(NumConst=86, SV=30, CEps=1.4998, QPEps=0.4920)
Iter 185: .........*(NumConst=86, SV=31, CEps=1.1377, QPEps=0.4783)
Iter 186: .........*(NumConst=86, SV=35, CEps=1.1360, QPEps=0.4700)
Iter 187: .........*(NumConst=84, SV=35, CEps=1.6228, QPEps=0.4161)
Iter 188: .........*(NumConst=85, SV=36, CEps=1.2086, QPEps=0.5283)
Iter 189: .........*(NumConst=86, SV=38, CEps=1.2362, QPEps=0.4697)
Iter 190: .........*(NumConst=85, SV=33, CEps=1.4453, QPEps=0.5214)
Iter 191: .........(NumConst=85, SV=33, CEps=0.9164, QPEps=0.5214)
Final epsilon on KKT-Conditions: 0.91639
Upper bound on duality gap: 0.04763
Dual objective value: dval=24.63481
Primal objective value: pval=24.68244
Total number of constraints in final working set: 85 (of 190)
Number of iterations: 191
Number of calls to 'find_most_violated_constraint': 34380
Number of SV: 33 
Norm of weight vector: |w|=1.07542
Value of slack variable (on working set): xi=481.27397
Value of slack variable (global): xi=482.08357
Norm of longest difference vector: ||Psi(x,y)-Psi(x,ybar)||=3357.77226
Runtime in cpu-seconds: 1.91
Compacting linear model...done
Writing learned model...done