Run
522555

Run 522555

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

classif.naiveBayes(6)Learner classif.naiveBayes from package(s) e1071.
classif.naiveBayes(6)_seed1
classif.naiveBayes(6)_kindMersenne-Twister
classif.naiveBayes(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
0.4999
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3295
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.0002
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-1613.991
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.5455
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
0.5046
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4545
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.4545
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.1026
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.7386
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.485
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
8.74
UserCPU time millis testing
7.842
UserCPU time millis training
0.898