Run
2013561

Run 2013561

Task 145685 (Supervised Classification) creditcard Uploaded 07-04-2017 by Titus Kervezee
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.FilteredClassifier_FilteredClassifier_CostSensitiveClassifier_NaiveBay es(1)Weka implementation of FilteredClassifier
weka.CostSensitiveClassifier_NaiveBayes(4)_cost-matrix[0.0 1.0; 500.0 0.0]
weka.CostSensitiveClassifier_NaiveBayes(4)_S1
weka.CostSensitiveClassifier_NaiveBayes(4)_Wweka.classifiers.bayes.NaiveBayes
weka.FilteredClassifier_FilteredClassifier_CostSensitiveClassifier_NaiveBayes(1)_Fweka.filters.unsupervised.attribute.InterquartileRange -R first-last -O 3.0 -E 6.0
weka.FilteredClassifier_FilteredClassifier_CostSensitiveClassifier_NaiveBayes(1)_Wweka.classifiers.meta.FilteredClassifier
weka.FilteredClassifier_CostSensitiveClassifier_NaiveBayes(1)_Fweka.filters.unsupervised.attribute.Normalize -S 1.0 -T 0.0
weka.FilteredClassifier_CostSensitiveClassifier_NaiveBayes(1)_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
0.931
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
0.1437
Cross-validation details (10-fold Crossvalidation)
F measure
0.9842
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0933
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-4143114.5502
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0282
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
0.9981
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9719
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.0184
Cross-validation details (10-fold Crossvalidation)
Recall
0.9719
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
8.1784
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.0415
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1654
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
3.9838
Cross-validation details (10-fold Crossvalidation)
Total cost
40931
Cross-validation details (10-fold Crossvalidation)