Run
1811093

Run 1811093

Task 3879 (Supervised Classification) vowel Uploaded 07-08-2016 by Giuseppe Casalicchio
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Flow

mlr.classif.rpart.bagged(2)Learner mlr.classif.rpart.bagged from package(s) rpart.
mlr.classif.rpart.bagged(2)_bw.iters100
mlr.classif.rpart.bagged(2)_xval0
mlr.classif.rpart.bagged(2)_openml.seed1
mlr.classif.rpart.bagged(2)_openml.kindMersenne-Twister
mlr.classif.rpart.bagged(2)_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
0.9517
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9848
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9079
Cross-validation details (10-fold Crossvalidation)
KB relative information score
862.2862
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0152
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
0.9848
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9848
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4422
Cross-validation details (10-fold Crossvalidation)
Recall
0.9848
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0913
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2875
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1231
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4282
Cross-validation details (10-fold Crossvalidation)