Run
8864744

Run 8864744

Task 145834 (Supervised Classification) banknote-authentication Uploaded 27-02-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-BestFirst-CfsSubsetEval-SMO(1)A Weka KnowledgeFlow using AttributeSelection-BestFirst-CfsSubsetEval-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
0.8737
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8778
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.752
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1031.9901
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1217
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
0.8787
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8783
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.8783
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2465
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3489
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7021
Cross-validation details (10-fold Crossvalidation)