Run
1851544

Run 1851544

Task 3022 (Supervised Classification) vowel Uploaded 11-03-2017 by Giuseppe Casalicchio
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Flow

mlr.classif.evtree.preproc(2)Learner mlr.classif.evtree.preproc from package(s) evtree.
mlr.classif.evtree.preproc(2)_openml.seed1
mlr.classif.evtree.preproc(2)_openml.kindMersenne-Twister
mlr.classif.evtree.preproc(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
0.934
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6907
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6633
Cross-validation details (10-fold Crossvalidation)
KB relative information score
660.6105
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0717
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
0.6919
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6939
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.4594
Cross-validation details (10-fold Crossvalidation)
Recall
0.6939
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.434
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2875
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2087
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7259
Cross-validation details (10-fold Crossvalidation)