Run
8856872

Run 8856872

Task 145834 (Supervised Classification) banknote-authentication Uploaded 30-01-2018 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.trees790
mlr.classif.ranger(9)_mtry1
mlr.classif.ranger(9)_min.node.size15
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.915449179732241
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
0.9999
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9898
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9794
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1269.5
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0457
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
0.9898
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9898
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.9898
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0925
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0918
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.1847
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1743.6532
UserCPU time millis
4.355
UserCPU time millis testing
0.358
UserCPU time millis training
3.997