Run
8862682

Run 8862682

Task 3839 (Supervised Classification) JapaneseVowels Uploaded 27-02-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-Ranker-ReliefF-SMO(1)A Weka KnowledgeFlow using AttributeSelection-Ranker-ReliefF-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
0.9185
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9622
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8589
Cross-validation details (10-fold Crossvalidation)
KB relative information score
8282.5724
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0373
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
0.962
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9627
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6393
Cross-validation details (10-fold Crossvalidation)
Recall
0.9627
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1375
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3685
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1933
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5245
Cross-validation details (10-fold Crossvalidation)