 | Run 13236 |
| Creator | yorinasub17 |
| Program | svmlight_multiclass |
| Dataset | thyroid-euthyroid |
| Task type | MulticlassClassification |
| Created | 1y362d ago |
| Download | Login required! |
Done! 
| 1s | |
| 26M | |
| MulticlassClassification | |
| 0.089 | |
| 0.100 | |
Log file
===== MAIN: learn based on training data ===== === START program1: ./run learn ../dataset2/train Using hyperparameter c = 0.1 Reading training examples... (2214 examples) done Training set properties: 32 features, 2 classes Iter 1: .........*(NumConst=1, SV=1, CEps=100.0000, QPEps=0.0000) Iter 2: *(NumConst=2, SV=2, CEps=29.3208, QPEps=4.6953) Iter 3: .........*(NumConst=3, SV=2, CEps=6.8438, QPEps=0.0001) Iter 4: *(NumConst=4, SV=2, CEps=2.2114, QPEps=0.4672) Iter 5: .........*(NumConst=5, SV=2, CEps=0.5659, QPEps=0.0255) Iter 6: *(NumConst=6, SV=2, CEps=0.1740, QPEps=0.0069) Iter 7: .........(NumConst=6, SV=2, CEps=0.0533, QPEps=0.0069) Final epsilon on KKT-Conditions: 0.05328 Upper bound on duality gap: 0.00524 Dual objective value: dval=3.06402 Primal objective value: pval=3.06926 Total number of constraints in final working set: 6 (of 6) Number of iterations: 7 Number of calls to 'find_most_violated_constraint': 8856 Number of SV: 2 Norm of weight vector: |w|=0.74961 Value of slack variable (on working set): xi=27.83666 Value of slack variable (global): xi=27.88308 Norm of longest difference vector: ||Psi(x,y)-Psi(x,ybar)||=175.31040 Runtime in cpu-seconds: 0.03 Final number of constraints in cache: 4428 Compacting linear model...done Writing learned model...done === END program1: ./run learn ../dataset2/train --- OK [1s] ===== 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 [0s] === START program1: ./run predict ../program0/evalTrain.in ../program0/evalTrain.out Reading model...done. Reading test examples... (2214 examples) done. Classifying test examples...done Runtime (without IO) in cpu-seconds: 0.02 Average loss on test set: 0.0000 Zero/one-error on test set: 0.00% (2214 correct, 0 incorrect, 2214 total) === END program1: ./run predict ../program0/evalTrain.in ../program0/evalTrain.out --- OK [0s] === START program4: ./run evaluate ../dataset2/train ../program0/evalTrain.out === END program4: ./run evaluate ../dataset2/train ../program0/evalTrain.out --- OK [0s] ===== 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 [0s] === START program1: ./run predict ../program0/evalTest.in ../program0/evalTest.out Reading model...done. Reading test examples... (949 examples) done. Classifying test examples...done Runtime (without IO) in cpu-seconds: 0.00 Average loss on test set: 0.0000 Zero/one-error on test set: 0.00% (949 correct, 0 incorrect, 949 total) === END program1: ./run predict ../program0/evalTest.in ../program0/evalTest.out --- OK [1s] === START program4: ./run evaluate ../dataset2/test ../program0/evalTest.out === END program4: ./run evaluate ../dataset2/test ../program0/evalTest.out --- OK [0s] real 0m1.632s user 0m0.500s sys 0m0.092s
Run specification 
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