Run
8621268

Run 8621268

Task 145834 (Supervised Classification) banknote-authentication Uploaded 07-12-2017 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.trees1827
mlr.classif.ranger(15)_mtry2
mlr.classif.ranger(15)_min.node.size195
mlr.classif.ranger(15)_sample.fraction0.925303539796732
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
0.9931
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9665
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9322
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1079.8228
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1215
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
0.9666
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9665
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.9665
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.246
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.194
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3905
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1324.9592
UserCPU time millis
7.37
UserCPU time millis testing
0.5
UserCPU time millis training
6.87