Run
521652

Run 521652

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

classif.extraTrees(5)Learner classif.extraTrees from package(s) extraTrees.
classif.extraTrees(5)_seed1
classif.extraTrees(5)_kindMersenne-Twister
classif.extraTrees(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
0.985
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9941
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.978
Cross-validation details (10-fold Crossvalidation)
KB relative information score
9692.6899
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0059
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
0.9941
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9941
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6393
Cross-validation details (10-fold Crossvalidation)
Recall
0.9941
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0218
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3685
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.077
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2089
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
19.534
UserCPU time millis testing
3.489
UserCPU time millis training
16.045