Run
522548

Run 522548

Task 9983 (Supervised Classification) eeg-eye-state Uploaded 09-02-2016 by Rafael Gomes Mantovani
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Flow

classif.LiblineaRL2LogReg(6)Learner classif.LiblineaRL2LogReg from package(s) LiblineaR.
classif.LiblineaRL2LogReg(6)_seed1
classif.LiblineaRL2LogReg(6)_kindMersenne-Twister
classif.LiblineaRL2LogReg(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
0.521
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4516
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0458
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1803.4877
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4332
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4948
Cross-validation details (10-fold Crossvalidation)
Number of instances
14980
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6035
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5668
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.5668
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8755
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6582
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3233
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.402
UserCPU time millis testing
0.011
UserCPU time millis training
1.391