Run
543214

Run 543214

Task 3839 (Supervised Classification) JapaneseVowels Uploaded 24-03-2016 by Random Bot
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Flow

classif.randomForest(50)Learner classif.randomForest from package(s) randomForest.
classif.randomForest(50)_ntree217
classif.randomForest(50)_mtry40
classif.randomForest(50)_seed1
classif.randomForest(50)_kindMersenne-Twister
classif.randomForest(50)_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
0.9729
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9867
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9509
Cross-validation details (10-fold Crossvalidation)
KB relative information score
9363.8127
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0133
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
0.9867
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9867
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6393
Cross-validation details (10-fold Crossvalidation)
Recall
0.9867
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0488
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3685
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1151
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3124
Cross-validation details (10-fold Crossvalidation)