Run
2083182

Run 2083182

Task 145685 (Supervised Classification) creditcard Uploaded 21-04-2017 by Eva Locusteanu
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Flow

weka.FilteredClassifier_CostSensitiveClassifier_NaiveBayes(1)Weka implementation of FilteredClassifier
weka.CostSensitiveClassifier_NaiveBayes(4)_cost-matrix[0.0 1.0; 500.0 0.0]
weka.CostSensitiveClassifier_NaiveBayes(4)_S1
weka.CostSensitiveClassifier_NaiveBayes(4)_Wweka.classifiers.bayes.NaiveBayes
weka.FilteredClassifier_CostSensitiveClassifier_NaiveBayes(1)_Fweka.filters.supervised.instance.Resample -B 0.0 -S 1 -Z 10.0
weka.FilteredClassifier_CostSensitiveClassifier_NaiveBayes(1)_Wweka.classifiers.meta.CostSensitiveClassifier

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
0.9279
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
0.1593
Cross-validation details (10-fold Crossvalidation)
F measure
0.9852
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0977
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-3771364.136
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0262
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
0.9739
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.0184
Cross-validation details (10-fold Crossvalidation)
Recall
0.9739
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
7.5836
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.0415
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1595
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
3.8418
Cross-validation details (10-fold Crossvalidation)
Total cost
45361
Cross-validation details (10-fold Crossvalidation)