Run
8877863

Run 8877863

Task 145834 (Supervised Classification) banknote-authentication Uploaded 09-03-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-BestFirst-CfsSubsetEval-ReplaceMissingValues-Nai veBayes(1)A Weka KnowledgeFlow using AttributeSelection-BestFirst-CfsSubsetEval-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
0.9523
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.87
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7364
Cross-validation details (10-fold Crossvalidation)
KB relative information score
906.7397
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1757
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4939
Cross-validation details (10-fold Crossvalidation)
Number of instances
1372
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8702
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8703
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.8703
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3557
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2986
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6009
Cross-validation details (10-fold Crossvalidation)