Run
8237721

Run 8237721

Task 10093 (Supervised Classification) banknote-authentication Uploaded 25-10-2017 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.trees846
mlr.classif.ranger(9)_mtry1
mlr.classif.ranger(9)_min.node.size33
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.212116123083979
mlr.classif.ranger(9)_respect.unordered.factorsTRUE
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
0.9956
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9687
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9366
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1015.8874
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1504
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
0.9687
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9687
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.9687
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3046
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.203
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4084
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1866.4013
UserCPU time millis
2.319
UserCPU time millis testing
0.263
UserCPU time millis training
2.056