Run
2041761

Run 2041761

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)_I250
weka.SimpleLogistic(6)_M450
weka.SimpleLogistic(6)_H300
weka.SimpleLogistic(6)_W0.0
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
0.9769
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
0.0988
Cross-validation details (10-fold Crossvalidation)
F measure
0.9884
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1333
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-63418125.2555
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0719
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
0.9801
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.0184
Cross-validation details (10-fold Crossvalidation)
Recall
0.9801
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
20.8156
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.0415
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1416
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
3.4109
Cross-validation details (10-fold Crossvalidation)
Total cost
28133
Cross-validation details (10-fold Crossvalidation)