Run
8119066

Run 8119066

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.trees1058
mlr.classif.ranger(9)_mtry4
mlr.classif.ranger(9)_min.node.size425
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.576006647478789
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
0.8929
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8517
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7011
Cross-validation details (10-fold Crossvalidation)
KB relative information score
733.6092
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2507
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
0.8538
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8513
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.8513
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5076
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3468
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6979
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1852.2484
UserCPU time millis
2.199
UserCPU time millis testing
0.227
UserCPU time millis training
1.972