Run
2040478

Run 2040478

Task 145685 (Supervised Classification) creditcard Uploaded 11-04-2017 by Wouter Nuijten
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Flow

weka.CostSensitiveClassifier_J48(6)Weka implementation of CostSensitiveClassifier
weka.J48(38)_C0.25
weka.J48(38)_M2
weka.CostSensitiveClassifier_J48(6)_cost-matrix[0.0 1.0; 500.0 0.0]
weka.CostSensitiveClassifier_J48(6)_S1
weka.CostSensitiveClassifier_J48(6)_Wweka.classifiers.trees.J48

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
0.9122
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
0.1526
Cross-validation details (10-fold Crossvalidation)
F measure
0.9983
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5931
Cross-validation details (10-fold Crossvalidation)
KB relative information score
7441.1635
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0019
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
0.9988
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9981
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.0184
Cross-validation details (10-fold Crossvalidation)
Recall
0.9981
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5606
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.0415
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0438
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0552
Cross-validation details (10-fold Crossvalidation)
Total cost
43469
Cross-validation details (10-fold Crossvalidation)