Run
516197

Run 516197

Task 3022 (Supervised Classification) vowel Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.naiveBayes(5)Learner classif.naiveBayes from package(s) e1071.
classif.naiveBayes(5)_seed1
classif.naiveBayes(5)_kindMersenne-Twister
classif.naiveBayes(5)_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
0.7928
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6221
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5856
Cross-validation details (10-fold Crossvalidation)
KB relative information score
602.1742
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0685
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1653
Cross-validation details (10-fold Crossvalidation)
Number of instances
990
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6262
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6232
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.4594
Cross-validation details (10-fold Crossvalidation)
Recall
0.6232
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4144
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2875
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2617
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9104
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.059
UserCPU time millis testing
0.852
UserCPU time millis training
0.207