Run
509643

Run 509643

Task 9944 (Supervised Classification) user-knowledge Uploaded 27-01-2016 by Rafael Gomes Mantovani
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Flow

classif.LiblineaRL1LogReg(4)Learner classif.LiblineaRL1LogReg from package(s) LiblineaR.
classif.LiblineaRL1LogReg(4)_seed1
classif.LiblineaRL1LogReg(4)_kindMersenne-Twister
classif.LiblineaRL1LogReg(4)_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
0.8485
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7477
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7034
Cross-validation details (10-fold Crossvalidation)
KB relative information score
265.3754
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0834
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.294
Cross-validation details (10-fold Crossvalidation)
Number of instances
403
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7352
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7916
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.0547
Cross-validation details (10-fold Crossvalidation)
Recall
0.7916
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2836
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3832
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2887
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7536
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.152
UserCPU time millis testing
0.013
UserCPU time millis training
0.139