Run
8864223

Run 8864223

Task 9989 (Supervised Classification) energy-efficiency Uploaded 27-02-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-Ranker-InfoGain-SMO(1)A Weka KnowledgeFlow using AttributeSelection-Ranker-InfoGain-SMO.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
0.9516
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5579
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5596
Cross-validation details (10-fold Crossvalidation)
KB relative information score
90.9938
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0512
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
0.5591
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.582
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.7233
Cross-validation details (10-fold Crossvalidation)
Recall
0.582
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9954
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1604
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1587
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9899
Cross-validation details (10-fold Crossvalidation)