Run
2083148

Run 2083148

Task 145685 (Supervised Classification) creditcard Uploaded 21-04-2017 by Stilyan Tonchev
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Flow

weka.FilteredClassifier_FilteredClassifier_FilteredClassifier(1)Weka implementation of FilteredClassifier
weka.FilteredClassifier_FilteredClassifier_FilteredClassifier(1)_Fweka.filters.supervised.instance.SMOTE -C 0 -K 59 -P 100.0 -S 1
weka.FilteredClassifier_FilteredClassifier_FilteredClassifier(1)_Wweka.classifiers.meta.FilteredClassifier
weka.FilteredClassifier_FilteredClassifier(1)_Fweka.filters.unsupervised.instance.Randomize -S 42
weka.FilteredClassifier_FilteredClassifier(1)_Wweka.classifiers.meta.FilteredClassifier
weka.FilteredClassifier(1)_Fweka.filters.supervised.instance.SpreadSubsample -M 1.0 -X 0.0 -S 1 -W
weka.FilteredClassifier(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
0.9382
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
0.1111
Cross-validation details (10-fold Crossvalidation)
F measure
0.9821
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0858
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-4299165.549
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0322
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
0.9678
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.0184
Cross-validation details (10-fold Crossvalidation)
Recall
0.9678
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
9.3339
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.0415
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1795
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
4.3228
Cross-validation details (10-fold Crossvalidation)
Total cost
31633
Cross-validation details (10-fold Crossvalidation)