Run
518585

Run 518585

Task 9952 (Supervised Classification) phoneme Uploaded 30-01-2016 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
0.6667
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.74
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3559
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1889.5938
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2502
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4147
Cross-validation details (10-fold Crossvalidation)
Number of instances
5404
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.737
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7498
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.7498
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6032
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5002
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0984
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.249
UserCPU time millis testing
0.014
UserCPU time millis training
0.235