Run
2083128

Run 2083128

Task 145685 (Supervised Classification) creditcard Uploaded 21-04-2017 by Des Spreeuwenberg
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Flow

weka.CostSensitiveClassifier_MultiClassClassifier_REPTree(1)Weka implementation of CostSensitiveClassifier
weka.REPTree(18)_M2
weka.REPTree(18)_V0.001
weka.REPTree(18)_N3
weka.REPTree(18)_S1
weka.REPTree(18)_L-1
weka.REPTree(18)_I0.0
weka.CostSensitiveClassifier_MultiClassClassifier_REPTree(1)_cost-matrix[0.0 1.0; 500.0 0.0]
weka.CostSensitiveClassifier_MultiClassClassifier_REPTree(1)_S1
weka.CostSensitiveClassifier_MultiClassClassifier_REPTree(1)_Wweka.classifiers.meta.MultiClassClassifier
weka.MultiClassClassifier_REPTree(2)_M0
weka.MultiClassClassifier_REPTree(2)_R2.0
weka.MultiClassClassifier_REPTree(2)_S1
weka.MultiClassClassifier_REPTree(2)_Wweka.classifiers.trees.REPTree

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
0.8991
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
0.1753
Cross-validation details (10-fold Crossvalidation)
F measure
0.9984
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5932
Cross-validation details (10-fold Crossvalidation)
KB relative information score
16246.8367
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0019
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
0.9987
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9981
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.0184
Cross-validation details (10-fold Crossvalidation)
Recall
0.9981
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5447
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.0415
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0433
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0427
Cross-validation details (10-fold Crossvalidation)
Total cost
49938
Cross-validation details (10-fold Crossvalidation)