Run
8865796

Run 8865796

Task 145970 (Supervised Classification) credit-approval Uploaded 28-02-2018 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
0.8978
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7707
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5375
Cross-validation details (10-fold Crossvalidation)
KB relative information score
381.1419
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2203
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.494
Cross-validation details (10-fold Crossvalidation)
Number of instances
690
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7933
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7783
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9913
Cross-validation details (10-fold Crossvalidation)
Recall
0.7783
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4459
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.497
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.424
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8532
Cross-validation details (10-fold Crossvalidation)