Run
8889709

Run 8889709

Task 145970 (Supervised Classification) credit-approval Uploaded 26-03-2018 by William Raynaut
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Flow

weka.kf.Bagging-HoeffdingTree(1)A Weka KnowledgeFlow using Bagging-HoeffdingTree.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
0.9192
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8555
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7109
Cross-validation details (10-fold Crossvalidation)
KB relative information score
393.8333
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2289
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
0.8635
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8551
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9913
Cross-validation details (10-fold Crossvalidation)
Recall
0.8551
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4634
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.497
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.326
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.656
Cross-validation details (10-fold Crossvalidation)