Run
8876665

Run 8876665

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

weka.kf.AttributeSelection-Ranker-InfoGain-ReplaceMissingValues-NaiveBayes( 1)A Weka KnowledgeFlow using AttributeSelection-Ranker-InfoGain-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
0.9388
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8376
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6705
Cross-validation details (10-fold Crossvalidation)
KB relative information score
862.5431
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1893
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
0.3832
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3237
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6514
Cross-validation details (10-fold Crossvalidation)