Run
8877573

Run 8877573

Task 3839 (Supervised Classification) JapaneseVowels 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
0.9867
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.949
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8117
Cross-validation details (10-fold Crossvalidation)
KB relative information score
7344.2052
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0617
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2716
Cross-validation details (10-fold Crossvalidation)
Number of instances
9961
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9489
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9492
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6393
Cross-validation details (10-fold Crossvalidation)
Recall
0.9492
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2272
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3685
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.188
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5102
Cross-validation details (10-fold Crossvalidation)