Run
2042067

Run 2042067

Task 145685 (Supervised Classification) creditcard Uploaded 16-04-2017 by Wouter Nuijten
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Flow

weka.CostSensitiveClassifier_FilteredClassifier_IBk(1)Weka implementation of CostSensitiveClassifier
weka.IBk(11)_K1
weka.IBk(11)_W0
weka.IBk(11)_Atrue
weka.FilteredClassifier_IBk(1)_Fweka.filters.unsupervised.attribute.PrincipalComponents -R 0.95 -A 5 -M 16
weka.FilteredClassifier_IBk(1)_Wweka.classifiers.lazy.IBk
weka.CostSensitiveClassifier_FilteredClassifier_IBk(1)_cost-matrix[0.0 1.0; 500.0 0.0]
weka.CostSensitiveClassifier_FilteredClassifier_IBk(1)_S1
weka.CostSensitiveClassifier_FilteredClassifier_IBk(1)_Wweka.classifiers.meta.FilteredClassifier

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
0.8896
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
0.1848
Cross-validation details (10-fold Crossvalidation)
F measure
0.9992
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7599
Cross-validation details (10-fold Crossvalidation)
KB relative information score
162380.3903
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0009
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
0.9992
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9991
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.0184
Cross-validation details (10-fold Crossvalidation)
Recall
0.9991
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2491
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.0415
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0293
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7048
Cross-validation details (10-fold Crossvalidation)
Total cost
52639
Cross-validation details (10-fold Crossvalidation)