Run
8194431

Run 8194431

Task 145834 (Supervised Classification) banknote-authentication Uploaded 19-10-2017 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.trees862
mlr.classif.ranger(9)_mtry1
mlr.classif.ranger(9)_min.node.size105
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.628658017748967
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
0.9957
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9687
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9367
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1030.4579
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1447
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
0.969
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
0.293
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.198
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3985
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1940.872
UserCPU time millis
2.57
UserCPU time millis testing
0.28
UserCPU time millis training
2.29