Run
8553915

Run 8553915

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.trees32
mlr.classif.ranger(16)_mtry4
mlr.classif.ranger(16)_min.node.size26
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.299559222138487
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
0.997
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9752
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9499
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1199.0931
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0712
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
0.9753
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9752
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.9752
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1442
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1532
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3082
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1135.6923
UserCPU time millis
0.303
UserCPU time millis testing
0.05
UserCPU time millis training
0.253