Reading training examples...done Training set properties: 19 features, 90 rankings, 8191 examples NOTE: Adjusted stopping criterion relative to maximum loss: eps=0.534089 Iter 1: .........*(NumConst=1, SV=1, CEps=534.0889, QPEps=0.0000) Iter 2: .........*(NumConst=2, SV=2, CEps=443.5187, QPEps=0.0000) Iter 3: .........*(NumConst=3, SV=3, CEps=131.5319, QPEps=8.3119) Iter 4: .........*(NumConst=4, SV=3, CEps=40.7680, QPEps=14.7574) Iter 5: .........*(NumConst=5, SV=3, CEps=34.5190, QPEps=10.1567) Iter 6: .........*(NumConst=6, SV=3, CEps=16.2777, QPEps=4.1388) Iter 7: .........*(NumConst=7, SV=3, CEps=3.6878, QPEps=1.5429) Iter 8: .........*(NumConst=8, SV=3, CEps=3.9006, QPEps=1.1868) Iter 9: .........*(NumConst=9, SV=3, CEps=1.4348, QPEps=0.2034) Iter 10: .........*(NumConst=10, SV=3, CEps=1.0814, QPEps=0.1443) Iter 11: .........(NumConst=10, SV=3, CEps=0.4927, QPEps=0.1443) Final epsilon on KKT-Conditions: 0.49267 Upper bound on duality gap: 0.00041 Dual objective value: dval=0.37151 Primal objective value: pval=0.37192 Total number of constraints in final working set: 10 (of 10) Number of iterations: 11 Number of calls to 'find_most_violated_constraint': 990 Number of SV: 3 Norm of weight vector: |w|=0.15497 Value of slack variable (on working set): xi=359.56530 Value of slack variable (global): xi=359.91371 Norm of longest difference vector: ||Psi(x,y)-Psi(x,ybar)||=2878.03881 Runtime in cpu-seconds: 0.02 Compacting linear model...done Writing learned model...done