Run
8556658

Run 8556658

Task 145834 (Supervised Classification) banknote-authentication Uploaded 24-11-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees127
mlr.classif.ranger(15)_mtry1
mlr.classif.ranger(15)_min.node.size414
mlr.classif.ranger(15)_sample.fraction0.53812691513449
mlr.classif.ranger(15)_num.threads1
mlr.classif.ranger(15)_verboseFALSE
mlr.classif.ranger(15)_openml.seed1
mlr.classif.ranger(15)_openml.kindMersenne-Twister
mlr.classif.ranger(15)_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
0.9668
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8953
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7874
Cross-validation details (10-fold Crossvalidation)
KB relative information score
618.4717
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3007
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
0.9016
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8965
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.8965
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6089
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3311
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6663
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1275.5678
UserCPU time millis
0.34
UserCPU time millis testing
0.04
UserCPU time millis training
0.3