Run
8864896

Run 8864896

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

weka.kf.ReplaceMissingValues-PKIDiscretize-NaiveBayes(1)A Weka KnowledgeFlow using ReplaceMissingValues-PKIDiscretize-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
0.8051
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8066
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1884
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-5581.6547
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2595
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
0.928
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7411
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3411
Cross-validation details (10-fold Crossvalidation)
Recall
0.7411
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
2.1878
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2432
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4978
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
2.0465
Cross-validation details (10-fold Crossvalidation)