Run
2082026

Run 2082026

Task 145685 (Supervised Classification) creditcard Uploaded 21-04-2017 by Derek Lagrouw
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Flow

weka.CostSensitiveClassifier_FilteredClassifier_SimpleLogistic(1)Weka implementation of CostSensitiveClassifier
weka.SimpleLogistic(6)_I200
weka.SimpleLogistic(6)_M550
weka.SimpleLogistic(6)_H100
weka.SimpleLogistic(6)_W0.0
weka.FilteredClassifier_SimpleLogistic(2)_Fweka.filters.supervised.instance.Resample -B 0.0 -S 1 -Z 100.0
weka.FilteredClassifier_SimpleLogistic(2)_Wweka.classifiers.functions.SimpleLogistic
weka.CostSensitiveClassifier_FilteredClassifier_SimpleLogistic(1)_cost-matrix[0.0 1.0; 1000.0 0.0]
weka.CostSensitiveClassifier_FilteredClassifier_SimpleLogistic(1)_S1
weka.CostSensitiveClassifier_FilteredClassifier_SimpleLogistic(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
0.9766
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
0.11
Cross-validation details (10-fold Crossvalidation)
F measure
0.9771
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0678
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-75592759.6441
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1147
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
0.9982
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9583
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.0184
Cross-validation details (10-fold Crossvalidation)
Recall
0.9583
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
33.2308
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.0415
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1975
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
4.757
Cross-validation details (10-fold Crossvalidation)
Total cost
31332
Cross-validation details (10-fold Crossvalidation)