OpenML
8271235

Run 8271235

Task 145834 (Supervised Classification) banknote-authentication Uploaded 27-10-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees577
mlr.classif.ranger(9)_mtry2
mlr.classif.ranger(9)_min.node.size127
mlr.classif.ranger(9)_sample.fraction0.184885975904763
mlr.classif.ranger(9)_respect.unordered.factorsTRUE
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
0.9675
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8856
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7686
Cross-validation details (10-fold Crossvalidation)
KB relative information score
760.2773
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2455
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
0.8857
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8856
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.8856
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4972
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2956
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5949
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1860.2646
UserCPU time millis
1.032
UserCPU time millis testing
0.25
UserCPU time millis training
0.782