Run
8877786

Run 8877786

Task 9990 (Supervised Classification) energy-efficiency Uploaded 09-03-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-BestFirst-CfsSubsetEval-ReplaceMissingValues-Nai veBayes(1)A Weka KnowledgeFlow using AttributeSelection-BestFirst-CfsSubsetEval-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
0.9271
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.437
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4487
Cross-validation details (10-fold Crossvalidation)
KB relative information score
377.6071
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0377
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
0.438
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4779
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.7568
Cross-validation details (10-fold Crossvalidation)
Recall
0.4779
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7526
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1581
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1342
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8489
Cross-validation details (10-fold Crossvalidation)