Run
521664

Run 521664

Task 3839 (Supervised Classification) JapaneseVowels Uploaded 06-02-2016 by Rafael Gomes Mantovani
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Flow

classif.LiblineaRL1LogReg(6)Learner classif.LiblineaRL1LogReg from package(s) LiblineaR.
classif.LiblineaRL1LogReg(6)_seed1
classif.LiblineaRL1LogReg(6)_kindMersenne-Twister
classif.LiblineaRL1LogReg(6)_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
0.9197
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9606
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8537
Cross-validation details (10-fold Crossvalidation)
KB relative information score
8205.9845
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0391
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2716
Cross-validation details (10-fold Crossvalidation)
Number of instances
9961
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9604
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9609
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6393
Cross-validation details (10-fold Crossvalidation)
Recall
0.9609
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1438
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3685
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1976
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5363
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.974
UserCPU time millis testing
0.013
UserCPU time millis training
0.961