Run
8406973

Run 8406973

Task 145834 (Supervised Classification) banknote-authentication Uploaded 01-11-2017 by OpenML_Bot R
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees459
mlr.classif.ranger(13)_mtry2
mlr.classif.ranger(13)_min.node.size82
mlr.classif.ranger(13)_sample.fraction0.302224711352028
mlr.classif.ranger(13)_num.threads1
mlr.classif.ranger(13)_verboseFALSE
mlr.classif.ranger(13)_openml.seed1
mlr.classif.ranger(13)_openml.kindMersenne-Twister
mlr.classif.ranger(13)_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
0.9914
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9606
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9203
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1043.9937
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1363
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
0.9607
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9606
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.9606
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.276
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2062
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.415
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1189.9308
UserCPU time millis
6.369
UserCPU time millis testing
0.558
UserCPU time millis training
5.811