Run
8612595

Run 8612595

Task 145834 (Supervised Classification) banknote-authentication Uploaded 03-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1533
mlr.classif.ranger(9)_mtry2
mlr.classif.ranger(9)_min.node.size557
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.628391159954481
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
0.9514
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8755
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7482
Cross-validation details (10-fold Crossvalidation)
KB relative information score
610.056
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.302
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
0.8759
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8754
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.8754
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6115
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.339
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6823
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1859.8793
UserCPU time millis
2.584
UserCPU time millis testing
0.333
UserCPU time millis training
2.251