Run
1875021

Run 1875021

Task 145685 (Supervised Classification) creditcard Uploaded 30-03-2017 by Joaquin Vanschoren
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Flow

weka.J48(38)Ross Quinlan (1993). C4.5: Programs for Machine Learning. Morgan Kaufmann Publishers, San Mateo, CA.
weka.J48(38)_C0.25
weka.J48(38)_M2

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
0.8717
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
0.209
Cross-validation details (10-fold Crossvalidation)
F measure
0.9995
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.837
Cross-validation details (10-fold Crossvalidation)
KB relative information score
196311.0952
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
0.9995
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9995
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.0184
Cross-validation details (10-fold Crossvalidation)
Recall
0.9995
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2289
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.0415
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0221
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5312
Cross-validation details (10-fold Crossvalidation)
Total cost
59526
Cross-validation details (10-fold Crossvalidation)