Run
2082786

Run 2082786

Task 145685 (Supervised Classification) creditcard Uploaded 21-04-2017 by Ji Hun Yang
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Flow

weka.FilteredClassifier_AttributeSelectedClassifier_SimpleLogistic(1)Weka implementation of FilteredClassifier
weka.SimpleLogistic(6)_I0
weka.SimpleLogistic(6)_M500
weka.SimpleLogistic(6)_H50
weka.SimpleLogistic(6)_W0.0
weka.FilteredClassifier_AttributeSelectedClassifier_SimpleLogistic(1)_Fweka.filters.supervised.instance.Resample -B 0.0 -S 1 -Z 5.0
weka.FilteredClassifier_AttributeSelectedClassifier_SimpleLogistic(1)_Wweka.classifiers.meta.AttributeSelectedClassifier
weka.AttributeSelectedClassifier_SimpleLogistic(2)_Eweka.attributeSelection.OneRAttributeEval -S 1 -F 10 -B 6
weka.AttributeSelectedClassifier_SimpleLogistic(2)_Sweka.attributeSelection.Ranker -T -1.7976931348623157E308 -N -1
weka.AttributeSelectedClassifier_SimpleLogistic(2)_Wweka.classifiers.functions.SimpleLogistic

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
0.9505
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
0.425
Cross-validation details (10-fold Crossvalidation)
F measure
0.9989
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6332
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-298388.5928
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0015
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
0.9989
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.999
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.0184
Cross-validation details (10-fold Crossvalidation)
Recall
0.999
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4447
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.0415
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0296
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7138
Cross-validation details (10-fold Crossvalidation)
Total cost
121047
Cross-validation details (10-fold Crossvalidation)