Run
8864743

Run 8864743

Task 145834 (Supervised Classification) banknote-authentication 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
0.939
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8399
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.675
Cross-validation details (10-fold Crossvalidation)
KB relative information score
863.7419
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1891
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4939
Cross-validation details (10-fold Crossvalidation)
Number of instances
1372
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8403
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8404
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.8404
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3829
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3228
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6496
Cross-validation details (10-fold Crossvalidation)