Run
1815353

Run 1815353

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

mlr.classif.svm.preproc.preproc.tuned(36)Learner mlr.classif.svm.preproc.preproc.tuned from package(s) e1071.
mlr.classif.svm.preproc.preproc.tuned(36)_openml.seed1
mlr.classif.svm.preproc.preproc.tuned(36)_openml.kindMersenne-Twister
mlr.classif.svm.preproc.preproc.tuned(36)_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
0.9988
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9978
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9975
Cross-validation details (10-fold Crossvalidation)
KB relative information score
9937.2576
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0005
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
0.9978
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9978
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.1321
Cross-validation details (10-fold Crossvalidation)
Recall
0.9978
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0025
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3132
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0222
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.0707
Cross-validation details (10-fold Crossvalidation)