Run
8109437

Run 8109437

Task 145834 (Supervised Classification) banknote-authentication Uploaded 18-10-2017 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.trees1576
mlr.classif.ranger(9)_mtry3
mlr.classif.ranger(9)_min.node.size35
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.136093126120977
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
0.9379
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8739
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1037.3718
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.134
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
0.9386
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.938
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.938
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2713
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2253
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4534
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1862.932
UserCPU time millis
4.363
UserCPU time millis testing
0.498
UserCPU time millis training
3.865