Run
24483

Run 24483

Task 42 (Supervised Classification) haberman Uploaded 10-07-2014 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)_F1
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
0.6621
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7164
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2277
Cross-validation details (10-fold Crossvalidation)
KB relative information score
6.0498
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3664
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.39
Cross-validation details (10-fold Crossvalidation)
Number of instances
306
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
0.7215
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7516
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.836
Cross-validation details (10-fold Crossvalidation)
Recall
0.7516
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9395
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4412
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4282
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9706
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
594.2129[343.0843041002911901.2885863823998241.83374102751404524.7077858443687960.150069804224]