Run
1876127

Run 1876127

Task 145685 (Supervised Classification) creditcard Uploaded 31-03-2017 by Neil Timmermans
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Flow

weka.JRip(7)William W. Cohen: Fast Effective Rule Induction. In: Twelfth International Conference on Machine Learning, 115-123, 1995.
weka.JRip(7)_F4
weka.JRip(7)_N2.0
weka.JRip(7)_O3
weka.JRip(7)_Dtrue
weka.JRip(7)_S1
weka.JRip(7)_output-debug-infotrue

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

17 Evaluation measures

Area under ROC curve
0.8767
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
0.1969
Cross-validation details (10-fold Crossvalidation)
F measure
0.9994
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8091
Cross-validation details (10-fold Crossvalidation)
KB relative information score
190837.259
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0008
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0035
Cross-validation details (10-fold Crossvalidation)
Number of instances
284807
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
0.0184
Cross-validation details (10-fold Crossvalidation)
Recall
0.9994
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2359
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.0415
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0239
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5757
Cross-validation details (10-fold Crossvalidation)
Total cost
56067
Cross-validation details (10-fold Crossvalidation)