Run
8866259

Run 8866259

Task 146188 (Supervised Classification) analcatdata_fraud Uploaded 28-02-2018 by William Raynaut
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Flow

weka.kf.Bagging-NaiveBayes(1)A Weka KnowledgeFlow using Bagging-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
0.7586
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.756
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4183
Cross-validation details (10-fold Crossvalidation)
KB relative information score
9.0031
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3387
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
0.7538
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7619
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9024
Cross-validation details (10-fold Crossvalidation)
Recall
0.7619
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7863
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4624
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4161
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8998
Cross-validation details (10-fold Crossvalidation)