Run
8556650

Run 8556650

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.trees923
mlr.classif.ranger(15)_mtry1
mlr.classif.ranger(15)_min.node.size21
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.197651839698665
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
0.9982
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9745
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9485
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1076.667
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1271
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
0.9749
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9745
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.9745
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2574
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1767
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3556
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1300.3792
UserCPU time millis
3.05
UserCPU time millis testing
0.27
UserCPU time millis training
2.78