Run
8576998

Run 8576998

Task 145834 (Supervised Classification) banknote-authentication Uploaded 27-11-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees695
mlr.classif.ranger(15)_mtry1
mlr.classif.ranger(15)_min.node.size238
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.758368888823316
mlr.classif.ranger(15)_num.threads1
mlr.classif.ranger(15)_verboseFALSE
mlr.classif.ranger(15)_openml.seed1
mlr.classif.ranger(15)_openml.kindMersenne-Twister
mlr.classif.ranger(15)_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
0.9908
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9445
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8875
Cross-validation details (10-fold Crossvalidation)
KB relative information score
935.0665
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1821
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
0.9448
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9446
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.9446
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3686
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2338
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4706
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
821.5385
UserCPU time millis
6.82
UserCPU time millis testing
1.74
UserCPU time millis training
5.08