Run
8867877

Run 8867877

Task 3552 (Supervised Classification) analcatdata_creditscore Uploaded 01-03-2018 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
0.9909
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9407
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8513
Cross-validation details (10-fold Crossvalidation)
KB relative information score
79.3723
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0804
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3963
Cross-validation details (10-fold Crossvalidation)
Number of instances
100
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9422
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.94
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8479
Cross-validation details (10-fold Crossvalidation)
Recall
0.94
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2028
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.444
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2063
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4646
Cross-validation details (10-fold Crossvalidation)