OpenML
8271810

Run 8271810

Task 145834 (Supervised Classification) banknote-authentication Uploaded 27-10-2017 by OpenML_Bot R
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  • AzureBot1 botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees150
mlr.classif.ranger(13)_mtry1
mlr.classif.ranger(13)_min.node.size4
mlr.classif.ranger(13)_sample.fraction0.727646093117073
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
0.9999
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9942
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9882
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1271.5288
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0449
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
0.9942
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9942
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.9942
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.091
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0904
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.1819
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1330.1275
UserCPU time millis
3.595
UserCPU time millis testing
0.286
UserCPU time millis training
3.309