Run
2047721

Run 2047721

Task 145685 (Supervised Classification) creditcard Uploaded 18-04-2017 by Freek Rooks
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Flow

weka.CostSensitiveClassifier_AttributeSelectedClassifier_BayesNet(1)Weka implementation of CostSensitiveClassifier
weka.BayesNet(2)_Dtrue
weka.BayesNet(2)_Qweka.classifiers.bayes.net.search.local.HillClimber
weka.AttributeSelectedClassifier_BayesNet(2)_Eweka.attributeSelection.CorrelationAttributeEval
weka.AttributeSelectedClassifier_BayesNet(2)_Sweka.attributeSelection.Ranker -T -1.7976931348623157E308 -N 25
weka.AttributeSelectedClassifier_BayesNet(2)_Wweka.classifiers.bayes.BayesNet
weka.CostSensitiveClassifier_AttributeSelectedClassifier_BayesNet(1)_Mtrue
weka.CostSensitiveClassifier_AttributeSelectedClassifier_BayesNet(1)_cost-matrix[0.0 1.0; 500.0 0.0]
weka.CostSensitiveClassifier_AttributeSelectedClassifier_BayesNet(1)_S1
weka.CostSensitiveClassifier_AttributeSelectedClassifier_BayesNet(1)_Wweka.classifiers.meta.AttributeSelectedClassifier

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
0.9235
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
0.133
Cross-validation details (10-fold Crossvalidation)
F measure
0.9954
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3003
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-684023.1849
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0068
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
0.9983
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9932
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.0184
Cross-validation details (10-fold Crossvalidation)
Recall
0.9932
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.9719
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.0415
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0825
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.9869
Cross-validation details (10-fold Crossvalidation)
Total cost
37867
Cross-validation details (10-fold Crossvalidation)