Run
521680

Run 521680

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

classif.probit(5)Learner classif.probit from package(s) stats.
classif.probit(5)_seed1
classif.probit(5)_kindMersenne-Twister
classif.probit(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
0.926
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9641
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8665
Cross-validation details (10-fold Crossvalidation)
KB relative information score
8359.1602
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0356
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
0.9639
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9644
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6393
Cross-validation details (10-fold Crossvalidation)
Recall
0.9644
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1312
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3685
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1888
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5123
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
3.823
UserCPU time millis testing
0.034
UserCPU time millis training
3.789