Run
8424149

Run 8424149

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.trees930
mlr.classif.ranger(13)_mtry3
mlr.classif.ranger(13)_min.node.size3
mlr.classif.ranger(13)_sample.fraction0.861753443814814
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
0.9998
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9934
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9867
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1323.3774
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0206
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
0.9935
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9934
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.9934
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0417
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0762
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.1534
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1180.7969
UserCPU time millis
28.538
UserCPU time millis testing
1.97
UserCPU time millis training
26.568