Run
2041744

Run 2041744

Task 145685 (Supervised Classification) creditcard Uploaded 14-04-2017 by Derek Lagrouw
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Flow

weka.CostSensitiveClassifier_SimpleLogistic(2)Weka implementation of CostSensitiveClassifier
weka.SimpleLogistic(6)_I0
weka.SimpleLogistic(6)_M350
weka.SimpleLogistic(6)_H65
weka.SimpleLogistic(6)_W0.001
weka.SimpleLogistic(6)_Atrue
weka.SimpleLogistic(6)_num-decimal-places3
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

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
0.9771
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
0.1034
Cross-validation details (10-fold Crossvalidation)
F measure
0.9888
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1364
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-66243065.4454
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0743
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
0.9807
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.0184
Cross-validation details (10-fold Crossvalidation)
Recall
0.9807
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
21.513
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.0415
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1413
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
3.4034
Cross-validation details (10-fold Crossvalidation)
Total cost
29444
Cross-validation details (10-fold Crossvalidation)