Run
8296210

Run 8296210

Task 145834 (Supervised Classification) banknote-authentication Uploaded 28-10-2017 by OpenML_Bot R
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees1992
mlr.classif.ranger(13)_mtry4
mlr.classif.ranger(13)_min.node.size467
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.945224854326807
mlr.classif.ranger(13)_num.threads1
mlr.classif.ranger(13)_verboseFALSE
mlr.classif.ranger(13)_openml.seed1
mlr.classif.ranger(13)_openml.kindMersenne-Twister
mlr.classif.ranger(13)_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
0.953
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9109
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8192
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1005.9191
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1427
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
0.9112
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9111
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.9111
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2889
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2677
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5387
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1308.0171
UserCPU time millis
37.799
UserCPU time millis testing
3.323
UserCPU time millis training
34.476