Run
8876355

Run 8876355

Task 3879 (Supervised Classification) vowel 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
0.9628
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9538
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7217
Cross-validation details (10-fold Crossvalidation)
KB relative information score
252.4374
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0824
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.166
Cross-validation details (10-fold Crossvalidation)
Number of instances
990
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.954
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9535
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4422
Cross-validation details (10-fold Crossvalidation)
Recall
0.9535
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4966
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2875
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1912
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6651
Cross-validation details (10-fold Crossvalidation)