Run
1852000

Run 1852000

Task 9952 (Supervised Classification) phoneme Uploaded 12-03-2017 by Giuseppe Casalicchio
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Flow

mlr.classif.randomForest.preproc(5)Learner mlr.classif.randomForest.preproc from package(s) randomForest.
mlr.classif.randomForest.preproc(5)_openml.seed1
mlr.classif.randomForest.preproc(5)_openml.kindMersenne-Twister
mlr.classif.randomForest.preproc(5)_openml.normal.kindInversion

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

17 Evaluation measures

Area under ROC curve
0.9652
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9148
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7939
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3475.2539
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.155
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4147
Cross-validation details (10-fold Crossvalidation)
Number of instances
5404
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9146
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9151
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.9151
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3738
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.258
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5665
Cross-validation details (10-fold Crossvalidation)