Run
8556669

Run 8556669

Task 145834 (Supervised Classification) banknote-authentication Uploaded 24-11-2017 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.trees583
mlr.classif.ranger(15)_mtry1
mlr.classif.ranger(15)_min.node.size27
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.850520059722476
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
0.9997
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9891
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9779
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1228.7997
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0634
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
0.9891
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9891
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.9891
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1284
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.112
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2253
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1258.2442
UserCPU time millis
2.72
UserCPU time millis testing
0.18
UserCPU time millis training
2.54