Run
516676

Run 516676

Task 3879 (Supervised Classification) vowel Uploaded 29-01-2016 by Rafael Gomes Mantovani
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Flow

classif.randomForestSRC(5)Learner classif.randomForestSRC from package(s) randomForestSRC.
classif.randomForestSRC(5)_na.actionna.impute
classif.randomForestSRC(5)_seed1
classif.randomForestSRC(5)_kindMersenne-Twister
classif.randomForestSRC(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
0.96
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9908
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9436
Cross-validation details (10-fold Crossvalidation)
KB relative information score
910.9289
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0091
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.166
Cross-validation details (10-fold Crossvalidation)
Number of instances
990
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9908
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9909
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4422
Cross-validation details (10-fold Crossvalidation)
Recall
0.9909
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0548
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2875
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0953
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3317
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
330.572
UserCPU time millis testing
4.217
UserCPU time millis training
326.355