Run
198246

Run 198246

Task 1909 (Supervised Classification) credit-approval Uploaded 27-02-2015 by Joaquin Vanschoren
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Flow

weka.SPegasos(5)S. Shalev-Shwartz, Y. Singer, N. Srebro: Pegasos: Primal Estimated sub-GrAdient SOlver for SVM. In: 24th International Conference on MachineLearning, 807-814, 2007.
weka.SPegasos(5)_F0
weka.SPegasos(5)_L1.0E-4
weka.SPegasos(5)_E500

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

22 Evaluation measures

0.8426
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
0.8399
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
0.6782
Cross-validation details (10 times 10-fold Crossvalidation)
4644.5888
Cross-validation details (10 times 10-fold Crossvalidation)
0.1606
Cross-validation details (10 times 10-fold Crossvalidation)
0.494
Cross-validation details (10 times 10-fold Crossvalidation)
6900
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
0.844
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
0.8394
Cross-validation details (10 times 10-fold Crossvalidation)
0.9913
Cross-validation details (10 times 10-fold Crossvalidation)
0.8394
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
0.3251
Cross-validation details (10 times 10-fold Crossvalidation)
0.497
Cross-validation details (10 times 10-fold Crossvalidation)
0.4007
Cross-validation details (10 times 10-fold Crossvalidation)
0.8064
Cross-validation details (10 times 10-fold Crossvalidation)
916.5955
130
Cross-validation details (10 times 10-fold Crossvalidation)
Cross-validation details (10 times 10-fold Crossvalidation)
130
Cross-validation details (10 times 10-fold Crossvalidation)