Run
2083153

Run 2083153

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

weka.FilteredClassifier_CostSensitiveClassifier_RandomTree(3)Weka implementation of FilteredClassifier
weka.RandomTree(14)_K0
weka.RandomTree(14)_M1.0
weka.RandomTree(14)_V0.001
weka.RandomTree(14)_S1
weka.CostSensitiveClassifier_RandomTree(5)_cost-matrix[0.0 1.0; 500.0 0.0]
weka.CostSensitiveClassifier_RandomTree(5)_S1
weka.CostSensitiveClassifier_RandomTree(5)_Wweka.classifiers.trees.RandomTree
weka.FilteredClassifier_CostSensitiveClassifier_RandomTree(3)_Fweka.filters.supervised.instance.SpreadSubsample -M 1.0 -X 0.0 -S 1
weka.FilteredClassifier_CostSensitiveClassifier_RandomTree(3)_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
0.898
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
0.1885
Cross-validation details (10-fold Crossvalidation)
F measure
0.9539
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0312
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-11821553.8907
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0851
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
0.9981
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9149
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.0184
Cross-validation details (10-fold Crossvalidation)
Recall
0.9149
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
24.6523
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.0415
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2917
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
7.0252
Cross-validation details (10-fold Crossvalidation)
Total cost
53682
Cross-validation details (10-fold Crossvalidation)