Run
8864571

Run 8864571

Task 9990 (Supervised Classification) energy-efficiency 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
0.9273
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4808
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4754
Cross-validation details (10-fold Crossvalidation)
KB relative information score
405.1365
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0288
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.05
Cross-validation details (10-fold Crossvalidation)
Number of instances
768
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5051
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.7568
Cross-validation details (10-fold Crossvalidation)
Recall
0.5
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5762
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1581
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1378
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8715
Cross-validation details (10-fold Crossvalidation)