Run
8792257

Run 8792257

Task 145834 (Supervised Classification) banknote-authentication Uploaded 16-01-2018 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1526
mlr.classif.ranger(9)_mtry1
mlr.classif.ranger(9)_min.node.size430
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.806214726669714
mlr.classif.ranger(9)_respect.unordered.factorsTRUE
mlr.classif.ranger(9)_num.threads1
mlr.classif.ranger(9)_verboseFALSE
mlr.classif.ranger(9)_openml.seed1
mlr.classif.ranger(9)_openml.kindMersenne-Twister
mlr.classif.ranger(9)_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
0.9815
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9156
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8286
Cross-validation details (10-fold Crossvalidation)
KB relative information score
779.5152
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2413
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
0.9186
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9162
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.9162
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4885
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2849
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5733
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1698.6191
UserCPU time millis
3.395
UserCPU time millis testing
0.375
UserCPU time millis training
3.02