Run
2082506

Run 2082506

Task 145685 (Supervised Classification) creditcard Uploaded 21-04-2017 by Daan Vijselaar
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Flow

weka.FilteredClassifier_AdaBoostM1_J48(1)Weka implementation of FilteredClassifier
weka.J48(38)_C0.25
weka.J48(38)_M2
weka.AdaBoostM1_J48(5)_P100
weka.AdaBoostM1_J48(5)_S1
weka.AdaBoostM1_J48(5)_I10
weka.AdaBoostM1_J48(5)_Wweka.classifiers.trees.J48
weka.FilteredClassifier_AdaBoostM1_J48(1)_Fweka.filters.unsupervised.instance.RemovePercentage -P 90.0
weka.FilteredClassifier_AdaBoostM1_J48(1)_Wweka.classifiers.meta.AdaBoostM1

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
0.8719
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
0.274
Cross-validation details (10-fold Crossvalidation)
F measure
0.9993
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7894
Cross-validation details (10-fold Crossvalidation)
KB relative information score
196960.1969
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0006
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
0.9993
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9994
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.0184
Cross-validation details (10-fold Crossvalidation)
Recall
0.9994
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1817
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.0415
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0248
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5975
Cross-validation details (10-fold Crossvalidation)
Total cost
78023
Cross-validation details (10-fold Crossvalidation)