Run
2040480

Run 2040480

Task 145685 (Supervised Classification) creditcard Uploaded 11-04-2017 by Rens Oostenbach
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Flow

weka.FilteredClassifier_CostSensitiveClassifier_Logistic(2)Weka implementation of FilteredClassifier
weka.Logistic(8)_R1.0E-8
weka.Logistic(8)_M-1
weka.Logistic(8)_num-decimal-places4
weka.CostSensitiveClassifier_Logistic(3)_cost-matrix[0.0 1.0; 500.0 0.0]
weka.CostSensitiveClassifier_Logistic(3)_S1
weka.CostSensitiveClassifier_Logistic(3)_Wweka.classifiers.functions.Logistic
weka.FilteredClassifier_CostSensitiveClassifier_Logistic(2)_Fweka.filters.supervised.instance.Resample -B 0.0 -S 1 -Z 100.0
weka.FilteredClassifier_CostSensitiveClassifier_Logistic(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
0.9713
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
0.1172
Cross-validation details (10-fold Crossvalidation)
F measure
0.9889
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1356
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-47958569.8673
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0577
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
0.9809
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.0184
Cross-validation details (10-fold Crossvalidation)
Recall
0.9809
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
16.7005
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.0415
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1351
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
3.253
Cross-validation details (10-fold Crossvalidation)
Total cost
33375
Cross-validation details (10-fold Crossvalidation)