Run
8621307

Run 8621307

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.trees1954
mlr.classif.ranger(15)_mtry2
mlr.classif.ranger(15)_min.node.size560
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.818482673354447
mlr.classif.ranger(15)_respect.unordered.factorsTRUE
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
0.9617
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8604
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7183
Cross-validation details (10-fold Crossvalidation)
KB relative information score
742.3979
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2518
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
0.8619
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8601
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.8601
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5099
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3032
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6102
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1430.0092
UserCPU time millis
3.29
UserCPU time millis testing
0.47
UserCPU time millis training
2.82