Run
8553946

Run 8553946

Task 145834 (Supervised Classification) banknote-authentication Uploaded 23-11-2017 by OpenML_Bot R
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Flow

mlr.classif.ranger(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees1965
mlr.classif.ranger(16)_mtry2
mlr.classif.ranger(16)_min.node.size157
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.198518924950622
mlr.classif.ranger(16)_num.threads1
mlr.classif.ranger(16)_verboseFALSE
mlr.classif.ranger(16)_openml.seed1
mlr.classif.ranger(16)_openml.kindMersenne-Twister
mlr.classif.ranger(16)_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
0.9644
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8792
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7557
Cross-validation details (10-fold Crossvalidation)
KB relative information score
716.4242
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2628
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
0.8796
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.879
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.879
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5322
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3076
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6189
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
983.8884
UserCPU time millis
5.945
UserCPU time millis testing
0.836
UserCPU time millis training
5.109