Run
8224419

Run 8224419

Task 145834 (Supervised Classification) banknote-authentication Uploaded 24-10-2017 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.trees1135
mlr.classif.ranger(9)_mtry4
mlr.classif.ranger(9)_min.node.size110
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.862092447583564
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
0.9866
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9409
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8802
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1123.0629
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0969
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
0.941
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.941
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.941
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1963
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2085
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4197
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
785.9214
UserCPU time millis
14.174
UserCPU time millis testing
0.604
UserCPU time millis training
13.57