Run
8194237

Run 8194237

Task 145834 (Supervised Classification) banknote-authentication Uploaded 19-10-2017 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.trees840
mlr.classif.ranger(9)_mtry2
mlr.classif.ranger(9)_min.node.size170
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.286629530065693
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
0.975
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9083
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8137
Cross-validation details (10-fold Crossvalidation)
KB relative information score
823.6512
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2221
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
0.9111
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9089
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.9089
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4497
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2768
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.557
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1756.8729
UserCPU time millis
1.946
UserCPU time millis testing
0.224
UserCPU time millis training
1.722