Run
8548374

Run 8548374

Task 145834 (Supervised Classification) banknote-authentication Uploaded 21-11-2017 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.trees1554
mlr.classif.ranger(15)_mtry2
mlr.classif.ranger(15)_min.node.size269
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.889515408920124
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
0.9907
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.957
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9129
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1041.8419
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1365
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
0.957
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.957
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.957
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2763
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2111
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4248
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1301.5953
UserCPU time millis
5.29
UserCPU time millis testing
0.39
UserCPU time millis training
4.9