Run
1816396

Run 1816396

Task 9983 (Supervised Classification) eeg-eye-state Uploaded 20-09-2016 by Rafael Gomes Mantovani
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Flow

mlr.classif.naiveBayes.preproc(7)Learner mlr.classif.naiveBayes.preproc from package(s) e1071.
mlr.classif.naiveBayes.preproc(7)_openml.seed1
mlr.classif.naiveBayes.preproc(7)_openml.kindMersenne-Twister
mlr.classif.naiveBayes.preproc(7)_openml.normal.kindInversion

Result files

rds
BenchmarkResult

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

17 Evaluation measures

Area under ROC curve
0.4987
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
-1553.2803
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.5433
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
1.0981
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.7225
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.4527
Cross-validation details (10-fold Crossvalidation)