Run
8881510

Run 8881510

Task 146188 (Supervised Classification) analcatdata_fraud Uploaded 10-03-2018 by William Raynaut
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Flow

weka.kf.AdaBoostM1-NaiveBayes(1)A Weka KnowledgeFlow using AdaBoostM1-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
0.5716
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6471
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1478
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4.674
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3616
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
0.6397
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6667
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9024
Cross-validation details (10-fold Crossvalidation)
Recall
0.6667
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8395
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4624
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.557
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2046
Cross-validation details (10-fold Crossvalidation)