Run
2009865

Run 2009865

Task 145685 (Supervised Classification) creditcard Uploaded 06-04-2017 by Olof Morra
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Flow

weka.CostSensitiveClassifier_OneR(2)Weka implementation of CostSensitiveClassifier
weka.OneR(20)_B6
weka.OneR(20)_num-decimal-places5
weka.OneR(20)_batch-size1000
weka.CostSensitiveClassifier_OneR(2)_cost-matrix[0.0 1.0; 500.0 0.0]
weka.CostSensitiveClassifier_OneR(2)_S1
weka.CostSensitiveClassifier_OneR(2)_Wweka.classifiers.rules.OneR
weka.CostSensitiveClassifier_OneR(2)_batch-size1000

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
0.5305
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
0.8117
Cross-validation details (10-fold Crossvalidation)
F measure
0.9955
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0354
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-530707.9886
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0057
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
0.9967
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9943
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.0184
Cross-validation details (10-fold Crossvalidation)
Recall
0.9943
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.6597
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.0415
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0757
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.8229
Cross-validation details (10-fold Crossvalidation)
Total cost
231172
Cross-validation details (10-fold Crossvalidation)