Run
8228049

Run 8228049

Task 10093 (Supervised Classification) banknote-authentication Uploaded 24-10-2017 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.trees1203
mlr.classif.ranger(9)_mtry1
mlr.classif.ranger(9)_min.node.size671
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.614192820317112
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
0.9595
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8916
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7798
Cross-validation details (10-fold Crossvalidation)
KB relative information score
491.0047
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3461
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
0.8985
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8929
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.8929
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7009
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3673
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7391
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1789.5757
UserCPU time millis
1.996
UserCPU time millis testing
0.275
UserCPU time millis training
1.721