Run
8576996

Run 8576996

Task 145834 (Supervised Classification) banknote-authentication Uploaded 27-11-2017 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.trees1423
mlr.classif.ranger(15)_mtry3
mlr.classif.ranger(15)_min.node.size85
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.16790925685782
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
0.9775
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9173
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.832
Cross-validation details (10-fold Crossvalidation)
KB relative information score
949.3996
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1692
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
0.9187
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9176
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.9176
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3426
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2546
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5123
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1007.1114
UserCPU time millis
13.19
UserCPU time millis testing
2.84
UserCPU time millis training
10.35