Run
8881175

Run 8881175

Task 10106 (Supervised Classification) CreditCardSubset Uploaded 10-03-2018 by William Raynaut
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Flow

weka.kf.AdaBoostM1-NaiveBayes(1)A Weka KnowledgeFlow using AdaBoostM1-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
0.8582
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
0.2845
Cross-validation details (10-fold Crossvalidation)
F measure
0.9969
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3355
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-355320.5588
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.008
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0033
Cross-validation details (10-fold Crossvalidation)
Number of instances
14240
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9982
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9959
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.018
Cross-validation details (10-fold Crossvalidation)
Recall
0.9959
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
2.4187
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.0402
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0601
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.4971
Cross-validation details (10-fold Crossvalidation)
Total cost
4051
Cross-validation details (10-fold Crossvalidation)