Run
8424134

Run 8424134

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.trees1452
mlr.classif.ranger(13)_mtry3
mlr.classif.ranger(13)_min.node.size523
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.883429027814418
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
0.9632
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8951
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7879
Cross-validation details (10-fold Crossvalidation)
KB relative information score
871.0645
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1995
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
0.8954
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.895
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.895
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4039
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.277
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5575
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1174.7918
UserCPU time millis
17.764
UserCPU time millis testing
1.512
UserCPU time millis training
16.252