 | Run 13219 |
| Creator | yorinasub17 |
| Program | svmlight_multiclass |
| Dataset | Synthetic 75% Density, Large, Few Labels |
| Task type | MulticlassClassification |
| Created | 28d16h ago |
| Download | Login required! |
Done! 
| 47s | |
| 159M | |
| MulticlassClassification | |
| 16s | |
| 0.323 | |
| 13s | |
| 0.336 | |
| 5s |
Log file
===== MAIN: learn based on training data ===== === START program1: ./run learn ../dataset2/train Using hyperparameter c = 0.1 Reading training examples... (5250 examples) done Training set properties: 1000 features, 3 classes Iter 1: .........*(NumConst=1, SV=1, CEps=100.0000, QPEps=0.0000) Iter 2: *(NumConst=2, SV=2, CEps=54.6438, QPEps=0.0000) Iter 3: *(NumConst=3, SV=2, CEps=42.2131, QPEps=0.0000) Iter 4: .........*(NumConst=4, SV=3, CEps=56.6205, QPEps=0.0018) Iter 5: *(NumConst=5, SV=3, CEps=17.6931, QPEps=0.0002) Iter 6: *(NumConst=6, SV=3, CEps=14.7038, QPEps=0.0016) Iter 7: *(NumConst=7, SV=3, CEps=6.4094, QPEps=0.0001) Iter 8: .........*(NumConst=8, SV=4, CEps=11.4070, QPEps=5.5969) Iter 9: *(NumConst=9, SV=4, CEps=8.2430, QPEps=1.5188) Iter 10: *(NumConst=10, SV=3, CEps=4.5883, QPEps=0.0000) Iter 11: *(NumConst=11, SV=3, CEps=1.7967, QPEps=0.5227) Iter 12: *(NumConst=12, SV=3, CEps=1.1917, QPEps=0.0003) Iter 13: .........*(NumConst=13, SV=3, CEps=0.5656, QPEps=0.2423) Iter 14: *(NumConst=14, SV=3, CEps=0.9272, QPEps=0.0001) Iter 15: *(NumConst=15, SV=3, CEps=0.2364, QPEps=0.0029) Iter 16: *(NumConst=16, SV=3, CEps=0.2960, QPEps=0.0019) Iter 17: *(NumConst=17, SV=3, CEps=0.1149, QPEps=0.0002) Iter 18: .........(NumConst=17, SV=3, CEps=0.0591, QPEps=0.0002) Final epsilon on KKT-Conditions: 0.05912 Upper bound on duality gap: 0.00590 Dual objective value: dval=7.22095 Primal objective value: pval=7.22686 Total number of constraints in final working set: 17 (of 17) Number of iterations: 18 Number of calls to 'find_most_violated_constraint': 26250 Number of SV: 3 Norm of weight vector: |w|=0.91166 Value of slack variable (on working set): xi=68.05398 Value of slack variable (global): xi=68.11290 Norm of longest difference vector: ||Psi(x,y)-Psi(x,ybar)||=266.34309 Runtime in cpu-seconds: 1.33 Final number of constraints in cache: 14145 Compacting linear model...done Writing learned model...done === END program1: ./run learn ../dataset2/train --- OK [16s] ===== MAIN: predict/evaluate on train data ===== === START program3: ./run stripLabels ../dataset2/train ../program0/evalTrain.in === END program3: ./run stripLabels ../dataset2/train ../program0/evalTrain.in --- OK [6s] === START program1: ./run predict ../program0/evalTrain.in ../program0/evalTrain.out Reading model...done. Reading test examples... (5250 examples) done. Classifying test examples...done Runtime (without IO) in cpu-seconds: 0.05 Average loss on test set: 56.4571 Zero/one-error on test set: 56.46% (2286 correct, 2964 incorrect, 5250 total) === END program1: ./run predict ../program0/evalTrain.in ../program0/evalTrain.out --- OK [13s] === START program4: ./run evaluate ../dataset2/train ../program0/evalTrain.out === END program4: ./run evaluate ../dataset2/train ../program0/evalTrain.out --- OK [5s] ===== MAIN: predict/evaluate on test data ===== === START program3: ./run stripLabels ../dataset2/test ../program0/evalTest.in === END program3: ./run stripLabels ../dataset2/test ../program0/evalTest.in --- OK [3s] === START program1: ./run predict ../program0/evalTest.in ../program0/evalTest.out Reading model...done. Reading test examples... (2250 examples) done. Classifying test examples...done Runtime (without IO) in cpu-seconds: 0.03 Average loss on test set: 52.8444 Zero/one-error on test set: 52.84% (1061 correct, 1189 incorrect, 2250 total) === END program1: ./run predict ../program0/evalTest.in ../program0/evalTest.out --- OK [5s] === START program4: ./run evaluate ../dataset2/test ../program0/evalTest.out === END program4: ./run evaluate ../dataset2/test ../program0/evalTest.out --- OK [3s] real 0m51.337s user 0m20.161s sys 0m1.144s
Run specification 
Results
Must be logged in to post comments.