Run
1875087

Run 1875087

Task 145685 (Supervised Classification) creditcard Uploaded 30-03-2017 by Neil Timmermans
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Flow

weka.NaiveBayes(16)George H. John, Pat Langley: Estimating Continuous Distributions in Bayesian Classifiers. In: Eleventh Conference on Uncertainty in Artificial Intelligence, San Mateo, 338-345, 1995.
weka.NaiveBayes(16)_Dtrue
weka.NaiveBayes(16)_num-decimal-places3

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
0.157
Cross-validation details (10-fold Crossvalidation)
F measure
0.9956
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3093
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-997984.0837
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0065
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
0.9937
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.0184
Cross-validation details (10-fold Crossvalidation)
Recall
0.9937
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.8772
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.0415
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0759
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.8279
Cross-validation details (10-fold Crossvalidation)
Total cost
44711
Cross-validation details (10-fold Crossvalidation)