Run
2083181

Run 2083181

Task 145685 (Supervised Classification) creditcard Uploaded 21-04-2017 by Dave de Vos
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Flow

weka.RandomizableFilteredClassifier_CostSensitiveClassifier_NaiveBayes(1)Weka implementation of RandomizableFilteredClassifier
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.RandomizableFilteredClassifier_CostSensitiveClassifier_NaiveBayes(1)_S1
weka.RandomizableFilteredClassifier_CostSensitiveClassifier_NaiveBayes(1)_Fweka.filters.MultiFilter -F "weka.filters.unsupervised.attribute.Normalize -S 1.0 -T 0.0" -F "weka.filters.supervised.instance.ClassBalancer -num-intervals 10" -F "weka.filters.AllFilter "
weka.RandomizableFilteredClassifier_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
0.9339
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
0.1442
Cross-validation details (10-fold Crossvalidation)
F measure
0.9821
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0827
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-4977402.1586
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0322
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
0.968
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.0184
Cross-validation details (10-fold Crossvalidation)
Recall
0.968
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
9.3343
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.0415
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1758
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
4.2338
Cross-validation details (10-fold Crossvalidation)
Total cost
41064
Cross-validation details (10-fold Crossvalidation)