Run
8416508

Run 8416508

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.trees1102
mlr.classif.ranger(13)_mtry1
mlr.classif.ranger(13)_min.node.size22
mlr.classif.ranger(13)_sample.fraction0.210563692986034
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
0.9982
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9803
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9602
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1074.1842
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1282
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
0.9805
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9803
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.9803
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2596
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1776
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3574
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1196.878
UserCPU time millis
17.023
UserCPU time millis testing
1.766
UserCPU time millis training
15.257