Run
521679

Run 521679

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

classif.plsdaCaret(6)Learner classif.plsdaCaret from package(s) caret.
classif.plsdaCaret(6)_seed1
classif.plsdaCaret(6)_kindMersenne-Twister
classif.plsdaCaret(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
0.6491
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.859
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4155
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4845.1293
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1139
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
0.8989
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8861
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6393
Cross-validation details (10-fold Crossvalidation)
Recall
0.8861
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4195
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3685
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3376
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9161
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.704
UserCPU time millis testing
0.076
UserCPU time millis training
2.628