Run
8766564

Run 8766564

Task 145834 (Supervised Classification) banknote-authentication Uploaded 31-12-2017 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.trees1408
mlr.classif.ranger(9)_mtry4
mlr.classif.ranger(9)_min.node.size43
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.344605625863187
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
0.9923
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9482
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8949
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1121.9328
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1002
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
0.9484
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9483
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.9483
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2028
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1919
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3863
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1839.0599
UserCPU time millis
5.846
UserCPU time millis testing
0.404
UserCPU time millis training
5.442