Reading training examples...done
Training set properties: 104 features, 180 rankings, 15544 examples
NOTE: Adjusted stopping criterion relative to maximum loss: eps=1.014872
Iter 1: .........*(NumConst=1, SV=1, CEps=1014.8722, QPEps=0.0000)
Iter 2: .........*(NumConst=2, SV=2, CEps=767.2879, QPEps=0.0000)
Iter 3: .........*(NumConst=3, SV=2, CEps=1206.6587, QPEps=0.0013)
Iter 4: .........*(NumConst=4, SV=4, CEps=1101.7418, QPEps=0.0013)
Iter 5: .........*(NumConst=5, SV=4, CEps=1930.5215, QPEps=0.0010)
Iter 6: .........*(NumConst=6, SV=6, CEps=1574.2420, QPEps=0.0012)
Iter 7: .........*(NumConst=7, SV=6, CEps=4073.2522, QPEps=0.0015)
Iter 8: .........*(NumConst=8, SV=6, CEps=3055.7334, QPEps=0.0013)
Iter 9: .........*(NumConst=9, SV=7, CEps=1714.4221, QPEps=10.0161)
Iter 10: .........*(NumConst=10, SV=8, CEps=4185.4748, QPEps=13.4582)
Iter 11: .........*(NumConst=11, SV=7, CEps=2038.1531, QPEps=0.0083)
Iter 12: .........*(NumConst=12, SV=8, CEps=1782.1017, QPEps=0.0075)
Iter 13: .........*(NumConst=13, SV=8, CEps=1348.6742, QPEps=0.0005)
Iter 14: .........*(NumConst=14, SV=9, CEps=899.5825, QPEps=0.0011)
Iter 15: .........*(NumConst=15, SV=8, CEps=1039.2183, QPEps=6.7776)
Iter 16: .........*(NumConst=16, SV=8, CEps=1189.6780, QPEps=0.0006)
Iter 17: .........*(NumConst=17, SV=10, CEps=825.5912, QPEps=0.0008)
Iter 18: .........*(NumConst=18, SV=9, CEps=840.5241, QPEps=0.0003)
Iter 19: .........*(NumConst=19, SV=11, CEps=536.0231, QPEps=17.5079)
Iter 20: .........*(NumConst=20, SV=11, CEps=911.5931, QPEps=2.8504)
Iter 21: .........*(NumConst=21, SV=10, CEps=411.5326, QPEps=11.0781)
Iter 22: .........*(NumConst=22, SV=11, CEps=481.7386, QPEps=43.0192)
Iter 23: .........*(NumConst=23, SV=12, CEps=445.4018, QPEps=45.9381)
Iter 24: .........*(NumConst=24, SV=13, CEps=434.4509, QPEps=45.1930)
Iter 25: .........*(NumConst=25, SV=12, CEps=326.5001, QPEps=46.8061)
Iter 26: .........*(NumConst=26, SV=14, CEps=287.5525, QPEps=36.4829)
Iter 27: .........*(NumConst=27, SV=14, CEps=212.4225, QPEps=44.1665)
Iter 28: .........*(NumConst=28, SV=16, CEps=343.2222, QPEps=49.9977)
Iter 29: .........*(NumConst=29, SV=16, CEps=218.0730, QPEps=46.2407)
Iter 30: .........*(NumConst=30, SV=15, CEps=283.6197, QPEps=35.0705)
Iter 31: .........*(NumConst=31, SV=15, CEps=372.7137, QPEps=49.0726)
Iter 32: .........*(NumConst=32, SV=19, CEps=222.4937, QPEps=48.0880)
Iter 33: .........*(NumConst=33, SV=18, CEps=302.7688, QPEps=40.8318)
Iter 34: .........*(NumConst=34, SV=17, CEps=328.5398, QPEps=15.1030)
Iter 35: .........*(NumConst=35, SV=17, CEps=218.5091, QPEps=46.2752)
Iter 36: .........*(NumConst=36, SV=16, CEps=180.8601, QPEps=25.9913)
Iter 37: .........*(NumConst=37, SV=15, CEps=298.4072, QPEps=22.7603)
Iter 38: .........*(NumConst=38, SV=16, CEps=148.9778, QPEps=12.5276)
Iter 39: .........*(NumConst=39, SV=13, CEps=261.1329, QPEps=32.8197)
Iter 40: .........*(NumConst=40, SV=12, CEps=180.1018, QPEps=27.7887)
Iter 41: .........*(NumConst=41, SV=13, CEps=143.3686, QPEps=46.9131)
Iter 42: .........*(NumConst=42, SV=16, CEps=145.6762, QPEps=42.2893)
Iter 43: .........*(NumConst=43, SV=15, CEps=270.1982, QPEps=43.2196)
Iter 44: .........*(NumConst=44, SV=16, CEps=166.1143, QPEps=45.5808)
Iter 45: .........*(NumConst=45, SV=15, CEps=153.5837, QPEps=32.4567)
Iter 46: .........*(NumConst=46, SV=15, CEps=110.4726, QPEps=37.3315)
Iter 47: .........*(NumConst=47, SV=16, CEps=109.9780, QPEps=43.7504)
Iter 48: .........*(NumConst=48, SV=20, CEps=80.2228, QPEps=39.7427)
Iter 49: .........*(NumConst=49, SV=19, CEps=196.9153, QPEps=32.2052)
Iter 50: .........*(NumConst=50, SV=21, CEps=115.7012, QPEps=31.9039)
Iter 51: .........*(NumConst=51, SV=18, CEps=133.0504, QPEps=40.0889)
Iter 52: .........*(NumConst=52, SV=16, CEps=193.9842, QPEps=35.9461)
Iter 53: .........*(NumConst=53, SV=19, CEps=118.6359, QPEps=36.9806)
Iter 54: .........*(NumConst=54, SV=17, CEps=122.2673, QPEps=25.6369)
Iter 55: .........*(NumConst=55, SV=14, CEps=92.3887, QPEps=27.5682)
Iter 56: .........*(NumConst=56, SV=15, CEps=85.0191, QPEps=11.6842)
Iter 57: .........*(NumConst=56, SV=17, CEps=98.5905, QPEps=25.5705)
Iter 58: .........*(NumConst=57, SV=16, CEps=54.7998, QPEps=23.8538)
Iter 59: .........*(NumConst=58, SV=15, CEps=110.4665, QPEps=27.2405)
Iter 60: .........*(NumConst=58, SV=17, CEps=60.8286, QPEps=22.5784)
Iter 61: .........*(NumConst=59, SV=16, CEps=124.3780, QPEps=27.3715)
Iter 62: .........*(NumConst=60, SV=17, CEps=71.8254, QPEps=20.0590)
Iter 63: .........*(NumConst=60, SV=18, CEps=55.5012, QPEps=16.5977)
Iter 64: .........*(NumConst=61, SV=16, CEps=80.5608, QPEps=26.6292)
Iter 65: .........*(NumConst=62, SV=16, CEps=71.1004, QPEps=23.8161)
Iter 66: .........*(NumConst=63, SV=17, CEps=50.1471, QPEps=21.7533)
Iter 67: .........*(NumConst=63, SV=18, CEps=56.1000, QPEps=24.6254)
Iter 68: .........*(NumConst=64, SV=17, CEps=71.4787, QPEps=21.2071)
Iter 69: .........*(NumConst=63, SV=16, CEps=58.5291, QPEps=23.6577)
Iter 70: .........*(NumConst=64, SV=16, CEps=53.7861, QPEps=20.5563)
Iter 71: .........*(NumConst=65, SV=16, CEps=50.8505, QPEps=24.2285)
Iter 72: .........*(NumConst=66, SV=19, CEps=65.8045, QPEps=22.3554)
Iter 73: .........*(NumConst=67, SV=19, CEps=44.3583, QPEps=15.2036)
Iter 74: .........*(NumConst=67, SV=17, CEps=50.9357, QPEps=13.8128)
Iter 75: .........*(NumConst=68, SV=20, CEps=37.0988, QPEps=17.1775)
Iter 76: .........*(NumConst=69, SV=19, CEps=39.0257, QPEps=10.1220)
Iter 77: .........*(NumConst=70, SV=22, CEps=36.5946, QPEps=18.0822)
Iter 78: .........*(NumConst=70, SV=19, CEps=50.2451, QPEps=16.1392)
Iter 79: .........*(NumConst=70, SV=21, CEps=32.8289, QPEps=16.0449)
Iter 80: .........*(NumConst=71, SV=25, CEps=47.2324, QPEps=14.4100)
Iter 81: .........*(NumConst=72, SV=25, CEps=36.5829, QPEps=16.0820)
Iter 82: .........*(NumConst=72, SV=21, CEps=34.3394, QPEps=13.6280)
Iter 83: .........*(NumConst=71, SV=21, CEps=46.7053, QPEps=14.5934)
Iter 84: .........*(NumConst=70, SV=19, CEps=32.3150, QPEps=10.7334)
Iter 85: .........*(NumConst=71, SV=17, CEps=33.7961, QPEps=15.3082)
Iter 86: .........*(NumConst=71, SV=18, CEps=32.9874, QPEps=14.8479)
Iter 87: .........*(NumConst=71, SV=18, CEps=20.4337, QPEps=9.8413)
Iter 88: .........*(NumConst=71, SV=19, CEps=24.9754, QPEps=10.0758)
Iter 89: .........*(NumConst=72, SV=18, CEps=31.3204, QPEps=8.5318)
Iter 90: .........*(NumConst=73, SV=18, CEps=23.7450, QPEps=8.4888)
Iter 91: .........*(NumConst=74, SV=19, CEps=18.4599, QPEps=7.0083)
Iter 92: .........*(NumConst=74, SV=21, CEps=17.3326, QPEps=7.9976)
Iter 93: .........*(NumConst=74, SV=20, CEps=28.4870, QPEps=7.2588)
Iter 94: .........*(NumConst=73, SV=23, CEps=21.9263, QPEps=5.7272)
Iter 95: .........*(NumConst=74, SV=23, CEps=20.2420, QPEps=6.0831)
Iter 96: .........*(NumConst=74, SV=20, CEps=21.4477, QPEps=7.9288)
Iter 97: .........*(NumConst=75, SV=21, CEps=16.7751, QPEps=7.6471)
Iter 98: .........*(NumConst=74, SV=20, CEps=20.2689, QPEps=5.8838)
Iter 99: .........*(NumConst=74, SV=22, CEps=16.0706, QPEps=7.6389)
Iter 100: .........*(NumConst=72, SV=25, CEps=14.4046, QPEps=6.4612)
Iter 101: .........*(NumConst=71, SV=23, CEps=26.1045, QPEps=4.9219)
Iter 102: .........*(NumConst=71, SV=20, CEps=14.5899, QPEps=6.3990)
Iter 103: .........*(NumConst=70, SV=20, CEps=13.3553, QPEps=3.9786)
Iter 104: .........*(NumConst=69, SV=22, CEps=11.9425, QPEps=5.9325)
Iter 105: .........*(NumConst=70, SV=22, CEps=12.7692, QPEps=4.3363)
Iter 106: .........*(NumConst=70, SV=23, CEps=15.0214, QPEps=5.7164)
Iter 107: .........*(NumConst=69, SV=27, CEps=13.6068, QPEps=5.5330)
Iter 108: .........*(NumConst=69, SV=26, CEps=19.7376, QPEps=5.9031)
Iter 109: .........*(NumConst=69, SV=27, CEps=9.9178, QPEps=4.8148)
Iter 110: .........*(NumConst=69, SV=28, CEps=15.1955, QPEps=2.8836)
Iter 111: .........*(NumConst=70, SV=26, CEps=15.2367, QPEps=4.6421)
Iter 112: .........*(NumConst=70, SV=26, CEps=9.9825, QPEps=4.7098)
Iter 113: .........*(NumConst=69, SV=25, CEps=9.1802, QPEps=4.0676)
Iter 114: .........*(NumConst=70, SV=28, CEps=11.6654, QPEps=4.4144)
Iter 115: .........*(NumConst=71, SV=30, CEps=9.3850, QPEps=3.9933)
Iter 116: .........*(NumConst=71, SV=24, CEps=7.8738, QPEps=3.6722)
Iter 117: .........*(NumConst=71, SV=25, CEps=10.7729, QPEps=2.8874)
Iter 118: .........*(NumConst=71, SV=27, CEps=6.8958, QPEps=2.8640)
Iter 119: .........*(NumConst=72, SV=26, CEps=13.4081, QPEps=3.0694)
Iter 120: .........*(NumConst=73, SV=27, CEps=6.4814, QPEps=2.8503)
Iter 121: .........*(NumConst=74, SV=27, CEps=10.6314, QPEps=3.1948)
Iter 122: .........*(NumConst=74, SV=25, CEps=9.7570, QPEps=1.6233)
Iter 123: .........*(NumConst=73, SV=27, CEps=7.3128, QPEps=3.2395)
Iter 124: .........*(NumConst=73, SV=26, CEps=7.5421, QPEps=2.6052)
Iter 125: .........*(NumConst=73, SV=25, CEps=6.4354, QPEps=2.6998)
Iter 126: .........*(NumConst=74, SV=25, CEps=6.4095, QPEps=3.0350)
Iter 127: .........*(NumConst=73, SV=24, CEps=7.9768, QPEps=2.9571)
Iter 128: .........*(NumConst=74, SV=25, CEps=5.4929, QPEps=1.8410)
Iter 129: .........*(NumConst=75, SV=27, CEps=6.4491, QPEps=2.5083)
Iter 130: .........*(NumConst=75, SV=29, CEps=5.2858, QPEps=2.5112)
Iter 131: .........*(NumConst=74, SV=27, CEps=4.5466, QPEps=2.0855)
Iter 132: .........*(NumConst=74, SV=31, CEps=7.2777, QPEps=1.9050)
Iter 133: .........*(NumConst=72, SV=29, CEps=7.7860, QPEps=1.2472)
Iter 134: .........*(NumConst=71, SV=29, CEps=5.4071, QPEps=1.7790)
Iter 135: .........*(NumConst=71, SV=30, CEps=5.6126, QPEps=2.2541)
Iter 136: .........*(NumConst=72, SV=30, CEps=5.4486, QPEps=1.9223)
Iter 137: .........*(NumConst=72, SV=31, CEps=4.5340, QPEps=2.1587)
Iter 138: .........*(NumConst=72, SV=31, CEps=4.5849, QPEps=2.1642)
Iter 139: .........*(NumConst=73, SV=31, CEps=4.5436, QPEps=1.9167)
Iter 140: .........*(NumConst=74, SV=32, CEps=4.0412, QPEps=1.5773)
Iter 141: .........*(NumConst=75, SV=32, CEps=3.3036, QPEps=1.5974)
Iter 142: .........*(NumConst=76, SV=35, CEps=7.2399, QPEps=1.6034)
Iter 143: .........*(NumConst=77, SV=33, CEps=4.0009, QPEps=1.4452)
Iter 144: .........*(NumConst=77, SV=31, CEps=4.8590, QPEps=1.2707)
Iter 145: .........*(NumConst=78, SV=29, CEps=3.5096, QPEps=1.5955)
Iter 146: .........*(NumConst=78, SV=32, CEps=2.7755, QPEps=0.9843)
Iter 147: .........*(NumConst=78, SV=33, CEps=3.7121, QPEps=1.2803)
Iter 148: .........*(NumConst=77, SV=33, CEps=3.8733, QPEps=1.0480)
Iter 149: .........*(NumConst=78, SV=34, CEps=3.2170, QPEps=1.3591)
Iter 150: .........*(NumConst=78, SV=32, CEps=3.1162, QPEps=1.3293)
Iter 151: .........*(NumConst=76, SV=33, CEps=3.1906, QPEps=1.3425)
Iter 152: .........*(NumConst=77, SV=36, CEps=2.9511, QPEps=1.3052)
Iter 153: .........*(NumConst=78, SV=34, CEps=3.5433, QPEps=1.0825)
Iter 154: .........*(NumConst=79, SV=33, CEps=2.8109, QPEps=1.2530)
Iter 155: .........*(NumConst=80, SV=35, CEps=2.7900, QPEps=1.1029)
Iter 156: .........*(NumConst=80, SV=38, CEps=2.8691, QPEps=1.3772)
Iter 157: .........*(NumConst=79, SV=34, CEps=2.2884, QPEps=0.9320)
Iter 158: .........*(NumConst=80, SV=33, CEps=3.2005, QPEps=1.0542)
Iter 159: .........*(NumConst=81, SV=34, CEps=2.1643, QPEps=0.9141)
Iter 160: .........*(NumConst=82, SV=35, CEps=2.8366, QPEps=1.0557)
Iter 161: .........*(NumConst=81, SV=32, CEps=2.5484, QPEps=0.9904)
Iter 162: .........*(NumConst=80, SV=36, CEps=2.9158, QPEps=0.8348)
Iter 163: .........*(NumConst=80, SV=35, CEps=1.9438, QPEps=0.9554)
Iter 164: .........*(NumConst=81, SV=35, CEps=1.4440, QPEps=0.6584)
Iter 165: .........*(NumConst=75, SV=37, CEps=1.4508, QPEps=0.6057)
Iter 166: .........*(NumConst=76, SV=34, CEps=2.1190, QPEps=0.4330)
Iter 167: .........*(NumConst=76, SV=35, CEps=1.5488, QPEps=0.6809)
Iter 168: .........*(NumConst=77, SV=32, CEps=1.8904, QPEps=0.5152)
Iter 169: .........*(NumConst=78, SV=34, CEps=1.7902, QPEps=0.6076)
Iter 170: .........*(NumConst=78, SV=36, CEps=1.4949, QPEps=0.6275)
Iter 171: .........*(NumConst=78, SV=32, CEps=2.1883, QPEps=0.7031)
Iter 172: .........*(NumConst=79, SV=34, CEps=1.3914, QPEps=0.6741)
Iter 173: .........*(NumConst=79, SV=35, CEps=1.8475, QPEps=0.6296)
Iter 174: .........*(NumConst=79, SV=34, CEps=1.7728, QPEps=0.6350)
Iter 175: .........*(NumConst=80, SV=35, CEps=1.1458, QPEps=0.4834)
Iter 176: .........*(NumConst=81, SV=36, CEps=1.6008, QPEps=0.5449)
Iter 177: .........*(NumConst=82, SV=35, CEps=1.6033, QPEps=0.5560)
Iter 178: .........*(NumConst=83, SV=34, CEps=1.1501, QPEps=0.4967)
Iter 179: .........*(NumConst=84, SV=33, CEps=1.6774, QPEps=0.4619)
Iter 180: .........*(NumConst=85, SV=35, CEps=1.2670, QPEps=0.5327)
Iter 181: .........(NumConst=85, SV=35, CEps=1.0077, QPEps=0.5327)
Final epsilon on KKT-Conditions: 1.00774
Upper bound on duality gap: 0.04951
Dual objective value: dval=24.71524
Primal objective value: pval=24.76475
Total number of constraints in final working set: 85 (of 180)
Number of iterations: 181
Number of calls to 'find_most_violated_constraint': 32580
Number of SV: 35 
Norm of weight vector: |w|=1.07941
Value of slack variable (on working set): xi=482.83354
Value of slack variable (global): xi=483.64372
Norm of longest difference vector: ||Psi(x,y)-Psi(x,ybar)||=1532.88416
Runtime in cpu-seconds: 1.90
Compacting linear model...done
Writing learned model...done