Run
521685

Run 521685

Task 3839 (Supervised Classification) JapaneseVowels Uploaded 06-02-2016 by Rafael Gomes Mantovani
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

classif.randomForestSRC(7)Learner classif.randomForestSRC from package(s) randomForestSRC.
classif.randomForestSRC(7)_na.actionna.impute
classif.randomForestSRC(7)_seed1
classif.randomForestSRC(7)_kindMersenne-Twister
classif.randomForestSRC(7)_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
0.9673
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.987
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9518
Cross-validation details (10-fold Crossvalidation)
KB relative information score
9381.8333
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0129
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
0.9871
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9872
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6393
Cross-validation details (10-fold Crossvalidation)
Recall
0.9872
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0473
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3685
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1134
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3076
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
757.43
UserCPU time millis testing
45.267
UserCPU time millis training
712.163