Run
8612599

Run 8612599

Task 145834 (Supervised Classification) banknote-authentication Uploaded 03-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees702
mlr.classif.ranger(9)_mtry1
mlr.classif.ranger(9)_min.node.size186
mlr.classif.ranger(9)_sample.fraction0.53811995962169
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
0.99
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9496
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8979
Cross-validation details (10-fold Crossvalidation)
KB relative information score
895.3505
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1981
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
0.9498
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9497
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.9497
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.401
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2456
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4942
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1851.0755
Total cost
UserCPU time millis
1.778
UserCPU time millis testing
0.182
UserCPU time millis training
1.596