Run
8553950

Run 8553950

Task 145834 (Supervised Classification) banknote-authentication Uploaded 23-11-2017 by OpenML_Bot R
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Flow

mlr.classif.ranger(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees1255
mlr.classif.ranger(16)_mtry2
mlr.classif.ranger(16)_min.node.size924
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.958306757360697
mlr.classif.ranger(16)_respect.unordered.factorsTRUE
mlr.classif.ranger(16)_num.threads1
mlr.classif.ranger(16)_verboseFALSE
mlr.classif.ranger(16)_openml.seed1
mlr.classif.ranger(16)_openml.kindMersenne-Twister
mlr.classif.ranger(16)_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
0.9488
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8532
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7041
Cross-validation details (10-fold Crossvalidation)
KB relative information score
615.2191
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2997
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
0.8555
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8528
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.8528
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6069
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3392
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6826
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1123.7007
UserCPU time millis
3.037
UserCPU time millis testing
0.534
UserCPU time millis training
2.503