Run
2082201

Run 2082201

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

weka.CostSensitiveClassifier_FilteredClassifier_Vote_SimpleLogistic(1)Weka implementation of CostSensitiveClassifier
weka.FilteredClassifier_Vote_SimpleLogistic(1)_Fweka.filters.supervised.instance.Resample -B 0.0 -S 1 -Z 100.0
weka.FilteredClassifier_Vote_SimpleLogistic(1)_Wweka.classifiers.meta.Vote
weka.Vote_SimpleLogistic(2)_RAVG
weka.Vote_SimpleLogistic(2)_S1
weka.Vote_SimpleLogistic(2)_Bweka.classifiers.functions.SimpleLogistic -I 50 -M 500 -H 200 -W 0.0
weka.CostSensitiveClassifier_FilteredClassifier_Vote_SimpleLogistic(1)_cost-matrix[0.0 1.0; 1000.0 0.0]
weka.CostSensitiveClassifier_FilteredClassifier_Vote_SimpleLogistic(1)_S1
weka.CostSensitiveClassifier_FilteredClassifier_Vote_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
0.9769
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
0.109
Cross-validation details (10-fold Crossvalidation)
F measure
0.9777
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0695
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-77149008.9486
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1161
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
0.9594
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.0184
Cross-validation details (10-fold Crossvalidation)
Recall
0.9594
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
33.6214
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.0415
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1966
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
4.7354
Cross-validation details (10-fold Crossvalidation)
Total cost
31037
Cross-validation details (10-fold Crossvalidation)