Run
1852309

Run 1852309

Task 10093 (Supervised Classification) banknote-authentication Uploaded 12-03-2017 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
0.8872
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3966
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
89.304
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4707
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4939
Cross-validation details (10-fold Crossvalidation)
Number of instances
1372
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.3085
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5554
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.5554
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9532
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4742
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9543
Cross-validation details (10-fold Crossvalidation)