Run
8881152

Run 8881152

Task 9989 (Supervised Classification) energy-efficiency Uploaded 10-03-2018 by William Raynaut
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Flow

weka.kf.AdaBoostM1-NaiveBayes(1)A Weka KnowledgeFlow using AdaBoostM1-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
0.8033
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5051
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5002
Cross-validation details (10-fold Crossvalidation)
KB relative information score
126.8003
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0473
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
0.5206
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5234
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.7233
Cross-validation details (10-fold Crossvalidation)
Recall
0.5234
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9183
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1604
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1552
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9678
Cross-validation details (10-fold Crossvalidation)