Run
2082903

Run 2082903

Task 145685 (Supervised Classification) creditcard Uploaded 21-04-2017 by Wouter Nuijten
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Flow

weka.CostSensitiveClassifier_J48(6)Weka implementation of CostSensitiveClassifier
weka.J48(38)_C0.01
weka.J48(38)_M200
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
0.9255
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
0.1385
Cross-validation details (10-fold Crossvalidation)
F measure
0.9924
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1902
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-1439258.4468
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.011
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
0.9982
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9876
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.0184
Cross-validation details (10-fold Crossvalidation)
Recall
0.9876
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
3.1809
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.0415
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0992
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
2.3893
Cross-validation details (10-fold Crossvalidation)
Total cost
39448
Cross-validation details (10-fold Crossvalidation)