Run
1815357

Run 1815357

Task 3510 (Supervised Classification) JapaneseVowels Uploaded 09-09-2016 by Michel Lang
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Flow

mlr.classif.ranger.preproc.preproc.tuned(28)Learner mlr.classif.ranger.preproc.preproc.tuned from package(s) ranger.
mlr.classif.ranger.preproc.preproc.tuned(28)_openml.seed1
mlr.classif.ranger.preproc.preproc.tuned(28)_openml.kindMersenne-Twister
mlr.classif.ranger.preproc.preproc.tuned(28)_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.

arff
Trace

ARFF file with the trace of all hyperparameter settings tried during optimization, and their performance.

17 Evaluation measures

Area under ROC curve
0.9861
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9755
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9724
Cross-validation details (10-fold Crossvalidation)
KB relative information score
9694.0913
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0054
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1962
Cross-validation details (10-fold Crossvalidation)
Number of instances
9961
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9756
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9756
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.1321
Cross-validation details (10-fold Crossvalidation)
Recall
0.9756
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0276
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3132
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0736
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2351
Cross-validation details (10-fold Crossvalidation)