Run
8878975

Run 8878975

Task 10106 (Supervised Classification) CreditCardSubset Uploaded 09-03-2018 by William Raynaut
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Flow

weka.kf.Bagging-SMO(1)A Weka KnowledgeFlow using Bagging-SMO.kf

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

17 Evaluation measures

Area under ROC curve
0.8695
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
0.3864
Cross-validation details (10-fold Crossvalidation)
F measure
0.999
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6482
Cross-validation details (10-fold Crossvalidation)
KB relative information score
8585.1946
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0009
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0033
Cross-validation details (10-fold Crossvalidation)
Number of instances
14240
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.999
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9991
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.018
Cross-validation details (10-fold Crossvalidation)
Recall
0.9991
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2792
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.0402
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.027
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.672
Cross-validation details (10-fold Crossvalidation)
Total cost
5502
Cross-validation details (10-fold Crossvalidation)