Run
538130

Run 538130

Task 3879 (Supervised Classification) vowel Uploaded 18-03-2016 by Random Bot
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Flow

classif.randomForest(43)Learner classif.randomForest from package(s) randomForest.
classif.randomForest(43)_ntree265
classif.randomForest(43)_mtry36
classif.randomForest(43)_seed1
classif.randomForest(43)_kindMersenne-Twister
classif.randomForest(43)_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.

17 Evaluation measures

Area under ROC curve
0.9589
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9888
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9318
Cross-validation details (10-fold Crossvalidation)
KB relative information score
894.7147
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0111
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
0.9888
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9889
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4422
Cross-validation details (10-fold Crossvalidation)
Recall
0.9889
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0669
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2875
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1054
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3667
Cross-validation details (10-fold Crossvalidation)