Run
2082600

Run 2082600

Task 145685 (Supervised Classification) creditcard Uploaded 21-04-2017 by Zeno van Cauter
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Flow

weka.CostSensitiveClassifier_NaiveBayes(4)Weka implementation of CostSensitiveClassifier
weka.NaiveBayes(16)_Dtrue
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

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
0.6351
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
0.6514
Cross-validation details (10-fold Crossvalidation)
F measure
0.9983
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3837
Cross-validation details (10-fold Crossvalidation)
KB relative information score
90041.4326
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0014
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
0.9985
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9986
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.0184
Cross-validation details (10-fold Crossvalidation)
Recall
0.9986
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3947
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.0415
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0368
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8873
Cross-validation details (10-fold Crossvalidation)
Total cost
185517
Cross-validation details (10-fold Crossvalidation)