Run
1875029

Run 1875029

Task 145685 (Supervised Classification) creditcard Uploaded 30-03-2017 by Derek Lagrouw
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Flow

weka.CostSensitiveClassifier_NaiveBayes(4)Weka implementation of CostSensitiveClassifier
weka.CostSensitiveClassifier_NaiveBayes(4)_cost-matrix[0.0 500.0; 100.0 0.0]
weka.CostSensitiveClassifier_NaiveBayes(4)_S1
weka.CostSensitiveClassifier_NaiveBayes(4)_Wweka.classifiers.bayes.NaiveBayes

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
0.9252
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
0.1685
Cross-validation details (10-fold Crossvalidation)
F measure
0.9877
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1154
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-2971813.4086
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0214
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
0.9981
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9786
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.0184
Cross-validation details (10-fold Crossvalidation)
Recall
0.9786
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
6.2017
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.0415
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1447
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
3.4834
Cross-validation details (10-fold Crossvalidation)
Total cost
47999
Cross-validation details (10-fold Crossvalidation)