Run
1851666

Run 1851666

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

mlr.classif.gbm.preproc(4)Learner mlr.classif.gbm.preproc from package(s) gbm.
mlr.classif.gbm.preproc(4)_keep.dataFALSE
mlr.classif.gbm.preproc(4)_openml.seed1
mlr.classif.gbm.preproc(4)_openml.kindMersenne-Twister
mlr.classif.gbm.preproc(4)_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
0.872
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4403
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3911
Cross-validation details (10-fold Crossvalidation)
KB relative information score
715.0748
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1934
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
0.5005
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4686
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.1321
Cross-validation details (10-fold Crossvalidation)
Recall
0.4686
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.986
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3132
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.308
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9833
Cross-validation details (10-fold Crossvalidation)