Run
2082559

Run 2082559

Task 145685 (Supervised Classification) creditcard Uploaded 21-04-2017 by Kelt Coolen
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Flow

weka.CostSensitiveClassifier_DecisionTable(2)Weka implementation of CostSensitiveClassifier
weka.DecisionTable(4)_Sweka.attributeSelection.BestFirst -D 1 -N 5
weka.DecisionTable(4)_X1
weka.CostSensitiveClassifier_DecisionTable(2)_Mtrue
weka.CostSensitiveClassifier_DecisionTable(2)_cost-matrix[0.0 1.0; 500.0 0.0]
weka.CostSensitiveClassifier_DecisionTable(2)_S1
weka.CostSensitiveClassifier_DecisionTable(2)_Wweka.classifiers.rules.DecisionTable

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
0.8997
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
0.1777
Cross-validation details (10-fold Crossvalidation)
F measure
0.982
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0788
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-4300164.3451
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0322
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
0.998
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9678
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.0184
Cross-validation details (10-fold Crossvalidation)
Recall
0.9678
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
9.336
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.0415
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1795
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
4.3233
Cross-validation details (10-fold Crossvalidation)
Total cost
50597
Cross-validation details (10-fold Crossvalidation)