Run
8865394

Run 8865394

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

weka.kf.AttributeSelection-Ranker-ReliefF-ReplaceMissingValues-NaiveBayes(1 )A Weka KnowledgeFlow using AttributeSelection-Ranker-ReliefF-ReplaceMissingValues-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
0.4995
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5026
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.0027
Cross-validation details (10-fold Crossvalidation)
KB relative information score
121.7269
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4895
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
0.5038
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5163
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.5163
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9893
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5747
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1555
Cross-validation details (10-fold Crossvalidation)