Run
8109382

Run 8109382

Task 145834 (Supervised Classification) banknote-authentication Uploaded 18-10-2017 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.trees974
mlr.classif.ranger(9)_mtry3
mlr.classif.ranger(9)_min.node.size384
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.432046659826301
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
0.9361
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8567
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7109
Cross-validation details (10-fold Crossvalidation)
KB relative information score
660.3853
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2819
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
0.8582
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8564
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.8564
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5708
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3342
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6725
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1860.4711
UserCPU time millis
1.841
UserCPU time millis testing
0.211
UserCPU time millis training
1.63