Run
1851672

Run 1851672

Task 3510 (Supervised Classification) JapaneseVowels Uploaded 11-03-2017 by Giuseppe Casalicchio
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Flow

mlr.classif.mda.preproc(1)Learner mlr.classif.mda.preproc from package(s) !mda.
mlr.classif.mda.preproc(1)_keep.fittedFALSE
mlr.classif.mda.preproc(1)_start.methodlvq
mlr.classif.mda.preproc(1)_openml.seed1
mlr.classif.mda.preproc(1)_openml.kindMersenne-Twister
mlr.classif.mda.preproc(1)_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
0.9953
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9282
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9185
Cross-validation details (10-fold Crossvalidation)
KB relative information score
9167.9826
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0221
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
0.9292
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.928
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.1321
Cross-validation details (10-fold Crossvalidation)
Recall
0.928
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1125
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3132
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.111
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3543
Cross-validation details (10-fold Crossvalidation)