Run
8416429

Run 8416429

Task 145834 (Supervised Classification) banknote-authentication Uploaded 02-11-2017 by OpenML_Bot R
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees441
mlr.classif.ranger(13)_mtry4
mlr.classif.ranger(13)_min.node.size267
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.388833152013831
mlr.classif.ranger(13)_respect.unordered.factorsTRUE
mlr.classif.ranger(13)_num.threads1
mlr.classif.ranger(13)_verboseFALSE
mlr.classif.ranger(13)_openml.seed1
mlr.classif.ranger(13)_openml.kindMersenne-Twister
mlr.classif.ranger(13)_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.

21 Evaluation measures

Area under ROC curve
0.9411
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8532
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7041
Cross-validation details (10-fold Crossvalidation)
KB relative information score
762.9285
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2382
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
0.8555
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8528
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.8528
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4823
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3311
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6662
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1195.5323
UserCPU time millis
4.455
UserCPU time millis testing
0.419
UserCPU time millis training
4.036