Run
8556592

Run 8556592

Task 145834 (Supervised Classification) banknote-authentication Uploaded 24-11-2017 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.trees656
mlr.classif.ranger(15)_mtry4
mlr.classif.ranger(15)_min.node.size13
mlr.classif.ranger(15)_sample.fraction0.14623185293749
mlr.classif.ranger(15)_respect.unordered.factorsTRUE
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
0.9954
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.965
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9292
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1159.4473
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0863
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
0.9651
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.965
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.965
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1748
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1725
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3471
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1250.498
UserCPU time millis
2.74
UserCPU time millis testing
0.21
UserCPU time millis training
2.53