Run
2083026

Run 2083026

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

weka.FilteredClassifier_CostSensitiveClassifier_SimpleLogistic(2)Weka implementation of FilteredClassifier
weka.SimpleLogistic(6)_I100
weka.SimpleLogistic(6)_M200
weka.SimpleLogistic(6)_H50
weka.SimpleLogistic(6)_W0.0
weka.CostSensitiveClassifier_SimpleLogistic(2)_Mtrue
weka.CostSensitiveClassifier_SimpleLogistic(2)_cost-matrix[0.0 1.0; 500.0 0.0]
weka.CostSensitiveClassifier_SimpleLogistic(2)_S1
weka.CostSensitiveClassifier_SimpleLogistic(2)_Wweka.classifiers.functions.SimpleLogistic
weka.FilteredClassifier_CostSensitiveClassifier_SimpleLogistic(2)_Fweka.filters.supervised.instance.SpreadSubsample -M 0.0 -X 0.0 -S 1 -W
weka.FilteredClassifier_CostSensitiveClassifier_SimpleLogistic(2)_Wweka.classifiers.meta.CostSensitiveClassifier

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
0.9354
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
0.1155
Cross-validation details (10-fold Crossvalidation)
F measure
0.9834
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.092
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-3933606.1885
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0297
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
0.9703
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.0184
Cross-validation details (10-fold Crossvalidation)
Recall
0.9703
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
8.5895
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.0415
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1722
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
4.1469
Cross-validation details (10-fold Crossvalidation)
Total cost
32897
Cross-validation details (10-fold Crossvalidation)