Run
2032630

Run 2032630

Task 145685 (Supervised Classification) creditcard Uploaded 08-04-2017 by Titus Kervezee
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Flow

weka.FilteredClassifier_FilteredClassifier_CostSensitiveClassifier_IBk(1)Weka implementation of FilteredClassifier
weka.IBk(11)_K10
weka.IBk(11)_W0
weka.IBk(11)_Atrue
weka.FilteredClassifier_FilteredClassifier_CostSensitiveClassifier_IBk(1)_Fweka.filters.unsupervised.attribute.InterquartileRange -R first-last -O 3.0 -E 6.0
weka.FilteredClassifier_FilteredClassifier_CostSensitiveClassifier_IBk(1)_Wweka.classifiers.meta.FilteredClassifier
weka.FilteredClassifier_CostSensitiveClassifier_IBk(1)_Fweka.filters.unsupervised.attribute.Normalize -S 1.0 -T 0.0
weka.FilteredClassifier_CostSensitiveClassifier_IBk(1)_Wweka.classifiers.meta.CostSensitiveClassifier
weka.CostSensitiveClassifier_IBk(2)_cost-matrix[0.0 1.0; 500.0 0.0]
weka.CostSensitiveClassifier_IBk(2)_S1
weka.CostSensitiveClassifier_IBk(2)_Wweka.classifiers.lazy.IBk

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
0.9241
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
0.1321
Cross-validation details (10-fold Crossvalidation)
F measure
0.998
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5468
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-59552.8828
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0024
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
0.9987
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9976
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.0184
Cross-validation details (10-fold Crossvalidation)
Recall
0.9976
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6925
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.0415
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0485
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1683
Cross-validation details (10-fold Crossvalidation)
Total cost
37616
Cross-validation details (10-fold Crossvalidation)