Run
20638

Run 20638

Task 55 (Supervised Classification) vote Uploaded 18-06-2014 by Joaquin Vanschoren
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Flow

weka.SPegasos(1)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(1)_E500
weka.SPegasos(1)_F0
weka.SPegasos(1)_L1.0E-4

Result files

xml
Description

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

arff
Predictions

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

19 Evaluation measures

Area under ROC curve
0.9593
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9609
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9177
Cross-validation details (10-fold Crossvalidation)
KB relative information score
398.1822
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0391
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4742
Cross-validation details (10-fold Crossvalidation)
Number of instances
435
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.961
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9609
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9627
Cross-validation details (10-fold Crossvalidation)
Recall
0.9609
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0824
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4869
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1977
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.406
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
946.6928[562.83979305934711013.1204302006943482.5806157404377908.64471704177161766.2785639901995]