Run
8876576

Run 8876576

Task 9989 (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
0.9401
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5016
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4992
Cross-validation details (10-fold Crossvalidation)
KB relative information score
438.7233
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0294
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
0.5235
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5221
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.7233
Cross-validation details (10-fold Crossvalidation)
Recall
0.5221
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.572
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1604
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.135
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8418
Cross-validation details (10-fold Crossvalidation)