Run
521677

Run 521677

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

classif.PART(6)Learner classif.PART from package(s) RWeka.
classif.PART(6)_seed1
classif.PART(6)_kindMersenne-Twister
classif.PART(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
0.9587
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9757
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9108
Cross-validation details (10-fold Crossvalidation)
KB relative information score
8863.739
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0244
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
0.9758
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9756
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6393
Cross-validation details (10-fold Crossvalidation)
Recall
0.9756
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0898
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3685
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1562
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4239
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
5.38
UserCPU time millis testing
0.405
UserCPU time millis training
4.975