Reading training examples...done Training set properties: 23 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=1045.8868, QPEps=0.0000) Iter 3: .........*(NumConst=3, SV=3, CEps=813.4310, QPEps=0.0001) Iter 4: .........*(NumConst=4, SV=4, CEps=499.1649, QPEps=0.0001) Iter 5: .........*(NumConst=5, SV=5, CEps=126.8002, QPEps=0.0002) Iter 6: .........*(NumConst=6, SV=5, CEps=145.3624, QPEps=38.1552) Iter 7: .........*(NumConst=7, SV=5, CEps=50.7237, QPEps=22.5988) Iter 8: .........*(NumConst=8, SV=5, CEps=57.5917, QPEps=23.2103) Iter 9: .........*(NumConst=9, SV=6, CEps=34.4007, QPEps=12.5476) Iter 10: .........*(NumConst=10, SV=7, CEps=51.6380, QPEps=14.7158) Iter 11: .........*(NumConst=11, SV=7, CEps=31.2053, QPEps=14.6221) Iter 12: .........*(NumConst=12, SV=6, CEps=14.8884, QPEps=0.0000) Iter 13: .........*(NumConst=13, SV=6, CEps=25.5966, QPEps=0.0000) Iter 14: .........*(NumConst=14, SV=4, CEps=12.2182, QPEps=2.4976) Iter 15: .........*(NumConst=15, SV=5, CEps=7.0809, QPEps=0.0000) Iter 16: .........*(NumConst=16, SV=5, CEps=3.4613, QPEps=0.0000) Iter 17: .........*(NumConst=17, SV=5, CEps=5.4120, QPEps=0.2239) Iter 18: .........*(NumConst=18, SV=5, CEps=3.4279, QPEps=0.0000) Iter 19: .........*(NumConst=19, SV=5, CEps=1.9302, QPEps=0.0002) Iter 20: .........*(NumConst=20, SV=5, CEps=1.1641, QPEps=0.0001) Iter 21: .........(NumConst=20, SV=5, CEps=0.7027, QPEps=0.0001) Final epsilon on KKT-Conditions: 0.70266 Upper bound on duality gap: 0.00070 Dual objective value: dval=0.76461 Primal objective value: pval=0.76531 Total number of constraints in final working set: 20 (of 20) Number of iterations: 21 Number of calls to 'find_most_violated_constraint': 3780 Number of SV: 5 Norm of weight vector: |w|=0.15261 Value of slack variable (on working set): xi=752.96356 Value of slack variable (global): xi=753.66610 Norm of longest difference vector: ||Psi(x,y)-Psi(x,ybar)||=5728.30888 Runtime in cpu-seconds: 0.12 Compacting linear model...done Writing learned model...done