Run
8876578

Run 8876578

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

weka.kf.AttributeSelection-Ranker-InfoGain-ReplaceMissingValues-NaiveBayes( 1)A Weka KnowledgeFlow using AttributeSelection-Ranker-InfoGain-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
0.927
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.482
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4768
Cross-validation details (10-fold Crossvalidation)
KB relative information score
406.8996
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0287
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
0.5052
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5013
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.7568
Cross-validation details (10-fold Crossvalidation)
Recall
0.5013
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5739
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1581
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1377
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8706
Cross-validation details (10-fold Crossvalidation)