Run
8864375

Run 8864375

Task 14951 (Supervised Classification) eeg-eye-state Uploaded 27-02-2018 by William Raynaut
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Flow

weka.kf.Bagging-NaiveBayes(1)A Weka KnowledgeFlow using Bagging-NaiveBayes.kf

Result files

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
0.5274
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3569
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0164
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-775.1654
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.5151
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
0.5389
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4657
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.4657
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.0411
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5873
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1809
Cross-validation details (10-fold Crossvalidation)