Run
22495

Run 22495

Task 31 (Supervised Classification) credit-g Uploaded 22-06-2014 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)_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
0.7818
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7158
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3823
Cross-validation details (10-fold Crossvalidation)
KB relative information score
94.1223
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3637
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4202
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
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
0.7575
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.704
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.704
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8656
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4492
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9802
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
898.1163[543.20792857351731012.8541257252805480.6364546036713904.56866745157771549.3143788877162]