Run
2081276

Run 2081276

Task 145685 (Supervised Classification) creditcard Uploaded 20-04-2017 by Dakai Wei
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Flow

weka.BayesNet(2)Weka implementation of BayesNet
weka.BayesNet(2)_Dtrue
weka.BayesNet(2)_Qweka.classifiers.bayes.net.search.local.K2

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
0.9333
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
0.1552
Cross-validation details (10-fold Crossvalidation)
F measure
0.9957
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3119
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-989797.6706
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0064
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
0.9983
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9938
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.0184
Cross-validation details (10-fold Crossvalidation)
Recall
0.9938
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.8626
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.0415
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0756
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.8205
Cross-validation details (10-fold Crossvalidation)
Total cost
44195
Cross-validation details (10-fold Crossvalidation)