Run
8621244

Run 8621244

Task 145834 (Supervised Classification) banknote-authentication Uploaded 07-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees182
mlr.classif.ranger(15)_mtry1
mlr.classif.ranger(15)_min.node.size462
mlr.classif.ranger(15)_sample.fraction0.696007871837355
mlr.classif.ranger(15)_num.threads1
mlr.classif.ranger(15)_verboseFALSE
mlr.classif.ranger(15)_openml.seed1
mlr.classif.ranger(15)_openml.kindMersenne-Twister
mlr.classif.ranger(15)_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
0.9753
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9044
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8059
Cross-validation details (10-fold Crossvalidation)
KB relative information score
674.9699
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2808
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
0.9088
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9052
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.9052
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5685
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3136
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.631
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1357.9273
UserCPU time millis
0.33
UserCPU time millis testing
0.05
UserCPU time millis training
0.28