Run
2013542

Run 2013542

Task 145685 (Supervised Classification) creditcard Uploaded 07-04-2017 by Freek Rooks
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Flow

weka.CostSensitiveClassifier_FilteredClassifier_Bagging_REPTree(1)Weka implementation of CostSensitiveClassifier
weka.Bagging_REPTree(26)_P100
weka.Bagging_REPTree(26)_S1
weka.Bagging_REPTree(26)_num-slots1
weka.Bagging_REPTree(26)_I10
weka.Bagging_REPTree(26)_Wweka.classifiers.trees.REPTree
weka.REPTree(18)_M2
weka.REPTree(18)_V0.001
weka.REPTree(18)_N3
weka.REPTree(18)_S1
weka.REPTree(18)_L-1
weka.REPTree(18)_I0.0
weka.CostSensitiveClassifier_FilteredClassifier_Bagging_REPTree(1)_cost-matrix[0.0 1.0; 500.0 0.0]
weka.CostSensitiveClassifier_FilteredClassifier_Bagging_REPTree(1)_S1
weka.CostSensitiveClassifier_FilteredClassifier_Bagging_REPTree(1)_Wweka.classifiers.meta.FilteredClassifier
weka.FilteredClassifier_Bagging_REPTree(1)_Fweka.filters.supervised.instance.Resample -B 0.0 -S 1 -Z 10.0 -no-replacement
weka.FilteredClassifier_Bagging_REPTree(1)_Wweka.classifiers.meta.Bagging

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
0.9618
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
0.1287
Cross-validation details (10-fold Crossvalidation)
F measure
0.9979
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5336
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-6629421.6385
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0123
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
0.9987
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9974
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.0184
Cross-validation details (10-fold Crossvalidation)
Recall
0.9974
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
3.575
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.0415
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0612
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.474
Cross-validation details (10-fold Crossvalidation)
Total cost
36659
Cross-validation details (10-fold Crossvalidation)