Run
8419608

Run 8419608

Task 145834 (Supervised Classification) banknote-authentication Uploaded 02-11-2017 by OpenML_Bot R
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  • AzureBot1 botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees1991
mlr.classif.ranger(13)_mtry4
mlr.classif.ranger(13)_min.node.size55
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.85500494830776
mlr.classif.ranger(13)_respect.unordered.factorsTRUE
mlr.classif.ranger(13)_num.threads1
mlr.classif.ranger(13)_verboseFALSE
mlr.classif.ranger(13)_openml.seed1
mlr.classif.ranger(13)_openml.kindMersenne-Twister
mlr.classif.ranger(13)_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
0.9951
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.973
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9454
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1238.0844
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0525
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
0.9731
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.973
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.973
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1063
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1551
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.312
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1185.0144
UserCPU time millis
73.944
UserCPU time millis testing
5.16
UserCPU time millis training
68.784