Run
521671

Run 521671

Task 3839 (Supervised Classification) JapaneseVowels Uploaded 06-02-2016 by Rafael Gomes Mantovani
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Flow

classif.naiveBayes(6)Learner classif.naiveBayes from package(s) e1071.
classif.naiveBayes(6)_seed1
classif.naiveBayes(6)_kindMersenne-Twister
classif.naiveBayes(6)_normal.kindInversion

Result files

Description

XML file describing the run, including user-defined evaluation measures.

Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.9268
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9615
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8577
Cross-validation details (10-fold Crossvalidation)
KB relative information score
8233.0155
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0385
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
0.9614
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9616
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6393
Cross-validation details (10-fold Crossvalidation)
Recall
0.9616
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1416
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3685
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1961
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5322
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
6.435
UserCPU time millis testing
5.513
UserCPU time millis training
0.922