Run
8865337

Run 8865337

Task 10106 (Supervised Classification) CreditCardSubset Uploaded 27-02-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-Ranker-ReliefF-ReplaceMissingValues-NaiveBayes(1 )A Weka KnowledgeFlow using AttributeSelection-Ranker-ReliefF-ReplaceMissingValues-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
0.943
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
0.1803
Cross-validation details (10-fold Crossvalidation)
F measure
0.9963
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3286
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-64893.8493
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0058
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
0.9984
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9949
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.018
Cross-validation details (10-fold Crossvalidation)
Recall
0.9949
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.7512
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.0402
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0699
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.7401
Cross-validation details (10-fold Crossvalidation)
Total cost
2568
Cross-validation details (10-fold Crossvalidation)