Run
2081252

Run 2081252

Task 145685 (Supervised Classification) creditcard Uploaded 20-04-2017 by Irma van den Brandt
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Flow

weka.FilteredClassifier_MultiBoostAB_DecisionStump(1)Weka implementation of FilteredClassifier
weka.FilteredClassifier_MultiBoostAB_DecisionStump(1)_Fweka.filters.supervised.instance.Resample -B 0.0 -S 1 -Z 10.0
weka.FilteredClassifier_MultiBoostAB_DecisionStump(1)_Wweka.classifiers.meta.MultiBoostAB
weka.MultiBoostAB_DecisionStump(5)_C3
weka.MultiBoostAB_DecisionStump(5)_P100
weka.MultiBoostAB_DecisionStump(5)_S1
weka.MultiBoostAB_DecisionStump(5)_I10
weka.MultiBoostAB_DecisionStump(5)_Wweka.classifiers.trees.DecisionStump

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
0.8706
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
0.278
Cross-validation details (10-fold Crossvalidation)
F measure
0.9989
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6749
Cross-validation details (10-fold Crossvalidation)
KB relative information score
112574.4373
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0011
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
0.9989
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9989
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.0184
Cross-validation details (10-fold Crossvalidation)
Recall
0.9989
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3299
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.0415
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0334
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8049
Cross-validation details (10-fold Crossvalidation)
Total cost
79163
Cross-validation details (10-fold Crossvalidation)