Run
8864327

Run 8864327

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

weka.kf.ReplaceMissingValues-PKIDiscretize-NaiveBayes(1)A Weka KnowledgeFlow using ReplaceMissingValues-PKIDiscretize-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
0.7357
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.676
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3438
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4187.2406
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3626
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
0.6792
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6802
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.6802
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7329
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4739
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9528
Cross-validation details (10-fold Crossvalidation)