Run
543382

Run 543382

Task 3022 (Supervised Classification) vowel Uploaded 24-03-2016 by Random Bot
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Flow

classif.randomForest(54)Learner classif.randomForest from package(s) randomForest.
classif.randomForest(54)_ntree303
classif.randomForest(54)_mtry30
classif.randomForest(54)_seed1
classif.randomForest(54)_kindMersenne-Twister
classif.randomForest(54)_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
0.9689
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9434
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9378
Cross-validation details (10-fold Crossvalidation)
KB relative information score
931.7741
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0103
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1653
Cross-validation details (10-fold Crossvalidation)
Number of instances
990
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9446
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9434
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.4594
Cross-validation details (10-fold Crossvalidation)
Recall
0.9434
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0622
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2875
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1014
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3528
Cross-validation details (10-fold Crossvalidation)