OpenML
8652911

Run 8652911

Task 145834 (Supervised Classification) banknote-authentication Uploaded 15-12-2017 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.trees44
mlr.classif.ranger(15)_mtry4
mlr.classif.ranger(15)_min.node.size491
mlr.classif.ranger(15)_sample.fraction0.545205094153062
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
0.8896
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8473
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6921
Cross-validation details (10-fold Crossvalidation)
KB relative information score
733.3269
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2503
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
0.8491
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8469
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.8469
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5067
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3437
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6917
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1358.7502
UserCPU time millis
0.13
UserCPU time millis testing
0.02
UserCPU time millis training
0.11