Run
8869342

Run 8869342

Task 146188 (Supervised Classification) analcatdata_fraud Uploaded 01-03-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-Ranker-ReliefF-ReplaceMissingValues-NaiveBayes(1 )A Weka KnowledgeFlow using AttributeSelection-Ranker-ReliefF-ReplaceMissingValues-NaiveBayes.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
0.817
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7071
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3019
Cross-validation details (10-fold Crossvalidation)
KB relative information score
10.5124
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3202
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4307
Cross-validation details (10-fold Crossvalidation)
Number of instances
42
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7034
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7143
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9024
Cross-validation details (10-fold Crossvalidation)
Recall
0.7143
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7434
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4624
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4151
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8977
Cross-validation details (10-fold Crossvalidation)