Run
8864164

Run 8864164

Task 9989 (Supervised Classification) energy-efficiency 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
0.9466
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5094
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5041
Cross-validation details (10-fold Crossvalidation)
KB relative information score
448.6531
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0298
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0515
Cross-validation details (10-fold Crossvalidation)
Number of instances
768
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5281
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5273
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.7233
Cross-validation details (10-fold Crossvalidation)
Recall
0.5273
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5781
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1604
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1303
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8125
Cross-validation details (10-fold Crossvalidation)