Reading training examples...done Training set properties: 104 features, 180 rankings, 15564 examples NOTE: Adjusted stopping criterion relative to maximum loss: eps=1.036789 Iter 1: .........*(NumConst=1, SV=1, CEps=1036.7889, QPEps=0.0000) Iter 2: .........*(NumConst=2, SV=2, CEps=760.3324, QPEps=0.0001) Iter 3: .........*(NumConst=3, SV=2, CEps=1170.4719, QPEps=0.0000) Iter 4: .........*(NumConst=4, SV=3, CEps=201.1351, QPEps=0.0001) Iter 5: .........*(NumConst=5, SV=4, CEps=236.8581, QPEps=0.0000) Iter 6: .........*(NumConst=6, SV=4, CEps=105.4608, QPEps=0.0000) Iter 7: .........*(NumConst=7, SV=4, CEps=67.0030, QPEps=27.2544) Iter 8: .........*(NumConst=8, SV=3, CEps=102.5718, QPEps=6.6230) Iter 9: .........*(NumConst=9, SV=3, CEps=27.2915, QPEps=8.0113) Iter 10: .........*(NumConst=10, SV=4, CEps=32.1157, QPEps=3.4990) Iter 11: .........*(NumConst=11, SV=4, CEps=22.2387, QPEps=9.5652) Iter 12: .........*(NumConst=12, SV=5, CEps=12.4104, QPEps=6.1788) Iter 13: .........*(NumConst=13, SV=6, CEps=11.2163, QPEps=5.0138) Iter 14: .........*(NumConst=14, SV=6, CEps=18.6977, QPEps=5.4885) Iter 15: .........*(NumConst=15, SV=3, CEps=11.4667, QPEps=1.0542) Iter 16: .........*(NumConst=16, SV=4, CEps=7.8060, QPEps=0.4796) Iter 17: .........*(NumConst=17, SV=4, CEps=3.6875, QPEps=1.6474) Iter 18: .........*(NumConst=18, SV=4, CEps=3.2611, QPEps=1.4295) Iter 19: .........*(NumConst=19, SV=5, CEps=2.7481, QPEps=1.1162) Iter 20: .........*(NumConst=20, SV=6, CEps=1.7867, QPEps=0.6031) Iter 21: .........*(NumConst=21, SV=7, CEps=1.2585, QPEps=0.5492) Iter 22: .........*(NumConst=22, SV=8, CEps=1.1959, QPEps=0.4495) Iter 23: .........(NumConst=22, SV=8, CEps=0.9934, QPEps=0.4495) Final epsilon on KKT-Conditions: 0.99341 Upper bound on duality gap: 0.00008 Dual objective value: dval=0.06274 Primal objective value: pval=0.06282 Total number of constraints in final working set: 22 (of 22) Number of iterations: 23 Number of calls to 'find_most_violated_constraint': 4140 Number of SV: 8 Norm of weight vector: |w|=0.08124 Value of slack variable (on working set): xi=594.67119 Value of slack variable (global): xi=595.21514 Norm of longest difference vector: ||Psi(x,y)-Psi(x,ybar)||=13940.98627 Runtime in cpu-seconds: 0.24 Compacting linear model...done Writing learned model...done