Run
505537

Run 505537

Task 3647 (Supervised Classification) rabe_266 Uploaded 14-01-2016 by Rafael Gomes Mantovani
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Flow

classif.LiblineaRL2LogReg(5)Learner classif.LiblineaRL2LogReg from package(s) LiblineaR.
classif.LiblineaRL2LogReg(5)_seed1
classif.LiblineaRL2LogReg(5)_kindMersenne-Twister
classif.LiblineaRL2LogReg(5)_normal.kindInversion

Result files

Description

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

Predictions

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

20 Evaluation measures

Area under ROC curve
0.9515
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.95
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9001
Cross-validation details (10-fold Crossvalidation)
KB relative information score
107.951
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.05
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4988
Cross-validation details (10-fold Crossvalidation)
Number of instances
120
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9522
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.95
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9983
Cross-validation details (10-fold Crossvalidation)
Recall
0.95
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1002
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4994
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2236
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4478
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.023
UserCPU time millis testing
0.006
UserCPU time millis training
0.017