Run
8768059

Run 8768059

Task 145834 (Supervised Classification) banknote-authentication Uploaded 01-01-2018 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees860
mlr.classif.ranger(16)_mtry3
mlr.classif.ranger(16)_min.node.size11
mlr.classif.ranger(16)_sample.fraction0.818553302623332
mlr.classif.ranger(16)_respect.unordered.factorsTRUE
mlr.classif.ranger(16)_num.threads1
mlr.classif.ranger(16)_verboseFALSE
mlr.classif.ranger(16)_openml.seed1
mlr.classif.ranger(16)_openml.kindMersenne-Twister
mlr.classif.ranger(16)_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
0.992
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9838
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1315.0129
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0243
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
0.992
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.992
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.992
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0491
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0809
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.1628
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1377.746
UserCPU time millis
5.107
UserCPU time millis testing
0.338
UserCPU time millis training
4.769