Run
8652945

Run 8652945

Task 145834 (Supervised Classification) banknote-authentication Uploaded 15-12-2017 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.trees1007
mlr.classif.ranger(15)_mtry3
mlr.classif.ranger(15)_min.node.size497
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.987342572677881
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
0.9704
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9151
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8276
Cross-validation details (10-fold Crossvalidation)
KB relative information score
959.269
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1643
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
0.9165
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9155
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.9155
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3327
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.264
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5313
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1408.017
UserCPU time millis
2.57
UserCPU time millis testing
0.21
UserCPU time millis training
2.36