Run
8537359

Run 8537359

Task 145834 (Supervised Classification) banknote-authentication Uploaded 17-11-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees788
mlr.classif.ranger(9)_mtry4
mlr.classif.ranger(9)_min.node.size41
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.771967875654809
mlr.classif.ranger(9)_num.threads1
mlr.classif.ranger(9)_verboseFALSE
mlr.classif.ranger(9)_openml.seed1
mlr.classif.ranger(9)_openml.kindMersenne-Twister
mlr.classif.ranger(9)_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
0.9965
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9767
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9528
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1249.801
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0485
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
0.9767
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9767
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.9767
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0983
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1442
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2901
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1735.1755
UserCPU time millis
5.625
UserCPU time millis testing
0.289
UserCPU time millis training
5.336