Run
8864940

Run 8864940

Task 145855 (Supervised Classification) ozone-level-8hr Uploaded 27-02-2018 by William Raynaut
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Flow

weka.kf.Bagging-NaiveBayes(1)A Weka KnowledgeFlow using Bagging-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
0.7889
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7715
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1621
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-7164.958
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3058
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1186
Cross-validation details (10-fold Crossvalidation)
Number of instances
2534
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9298
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6926
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3411
Cross-validation details (10-fold Crossvalidation)
Recall
0.6926
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
2.5779
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2432
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5373
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
2.2091
Cross-validation details (10-fold Crossvalidation)