Run
8865677

Run 8865677

Task 145834 (Supervised Classification) banknote-authentication Uploaded 27-02-2018 by William Raynaut
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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
0.9386
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8377
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6706
Cross-validation details (10-fold Crossvalidation)
KB relative information score
861.5309
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1896
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
0.8381
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8382
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.8382
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3839
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3241
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6523
Cross-validation details (10-fold Crossvalidation)