Run
2013508

Run 2013508

Task 145685 (Supervised Classification) creditcard Uploaded 07-04-2017 by Titus Kervezee
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Flow

weka.FilteredClassifier_FilteredClassifier_CostSensitiveClassifier_Logistic (1)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.unsupervised.attribute.Normalize -S 1.0 -T 0.0
weka.FilteredClassifier_CostSensitiveClassifier_Logistic(2)_Wweka.classifiers.meta.CostSensitiveClassifier
weka.FilteredClassifier_FilteredClassifier_CostSensitiveClassifier_Logistic(1)_Fweka.filters.unsupervised.attribute.InterquartileRange -R first-last -O 3.0 -E 6.0
weka.FilteredClassifier_FilteredClassifier_CostSensitiveClassifier_Logistic(1)_Wweka.classifiers.meta.FilteredClassifier

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
0.9787
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
0.1017
Cross-validation details (10-fold Crossvalidation)
F measure
0.9887
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1361
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-60674113.1368
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0685
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
0.9806
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.0184
Cross-validation details (10-fold Crossvalidation)
Recall
0.9806
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
19.8481
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.0415
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1397
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
3.3645
Cross-validation details (10-fold Crossvalidation)
Total cost
28971
Cross-validation details (10-fold Crossvalidation)