Run
8631500

Run 8631500

Task 145834 (Supervised Classification) banknote-authentication Uploaded 10-12-2017 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.trees1446
mlr.classif.ranger(15)_mtry1
mlr.classif.ranger(15)_min.node.size367
mlr.classif.ranger(15)_sample.fraction0.530382832465693
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
0.9722
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9013
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7996
Cross-validation details (10-fold Crossvalidation)
KB relative information score
652.2086
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2891
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
0.9068
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9023
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.9023
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5854
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3202
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6444
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1451.4471
UserCPU time millis
2.56
UserCPU time millis testing
0.38
UserCPU time millis training
2.18