OpenML
8652946

Run 8652946

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.trees535
mlr.classif.ranger(15)_mtry4
mlr.classif.ranger(15)_min.node.size99
mlr.classif.ranger(15)_sample.fraction0.842848745174706
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
0.9935
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9569
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9127
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1148.0144
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0904
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
0.9572
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.957
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.957
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1831
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1798
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3619
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1431.1339
UserCPU time millis
3.16
UserCPU time millis testing
0.19
UserCPU time millis training
2.97