Run
8870666

Run 8870666

Task 10106 (Supervised Classification) CreditCardSubset Uploaded 02-03-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-BestFirst-CfsSubsetEval-Standardize-IBk5(1)A Weka KnowledgeFlow using AttributeSelection-BestFirst-CfsSubsetEval-Standardize-IBk5.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
0.8939
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
0.2109
Cross-validation details (10-fold Crossvalidation)
F measure
0.9993
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7904
Cross-validation details (10-fold Crossvalidation)
KB relative information score
374.5239
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0012
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
0.9993
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9994
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.018
Cross-validation details (10-fold Crossvalidation)
Recall
0.9994
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3586
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.0402
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0269
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6691
Cross-validation details (10-fold Crossvalidation)
Total cost
3003
Cross-validation details (10-fold Crossvalidation)