Run
2083155

Run 2083155

Task 145685 (Supervised Classification) creditcard Uploaded 21-04-2017 by Dakai Wei
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Flow

weka.FilteredClassifier_CostSensitiveClassifier_J48(1)Weka implementation of FilteredClassifier
weka.J48(38)_C0.25
weka.J48(38)_M2
weka.CostSensitiveClassifier_J48(6)_cost-matrix[0.0 1.0; 500.0 0.0]
weka.CostSensitiveClassifier_J48(6)_S1
weka.CostSensitiveClassifier_J48(6)_Wweka.classifiers.trees.J48
weka.FilteredClassifier_CostSensitiveClassifier_J48(1)_Fweka.filters.supervised.instance.SpreadSubsample -M 1.0 -X 0.0 -S 1
weka.FilteredClassifier_CostSensitiveClassifier_J48(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
0.5
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
0.9983
Cross-validation details (10-fold Crossvalidation)
F measure
0
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-141657520.0204
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.9963
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
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.0017
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.0184
Cross-validation details (10-fold Crossvalidation)
Recall
0.0017
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
288.5695
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.0415
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.9971
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
24.0118
Cross-validation details (10-fold Crossvalidation)
Total cost
284315
Cross-validation details (10-fold Crossvalidation)