Run
8863594

Run 8863594

Task 7556 (Supervised Classification) MegaWatt1 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
0.742
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8584
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3589
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-53.1257
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1729
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1931
Cross-validation details (10-fold Crossvalidation)
Number of instances
253
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.884
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8419
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4993
Cross-validation details (10-fold Crossvalidation)
Recall
0.8419
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8957
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3088
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3575
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1579
Cross-validation details (10-fold Crossvalidation)