Run
8243981

Run 8243981

Task 145834 (Supervised Classification) banknote-authentication Uploaded 25-10-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1918
mlr.classif.ranger(9)_mtry4
mlr.classif.ranger(9)_min.node.size386
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.681067372928373
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
0.9586
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9138
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8251
Cross-validation details (10-fold Crossvalidation)
KB relative information score
965.1518
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1603
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
0.9142
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.914
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.914
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3247
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2687
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5408
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1739.3121
UserCPU time millis
6.784
UserCPU time millis testing
0.562
UserCPU time millis training
6.222