Run
8416628

Run 8416628

Task 145834 (Supervised Classification) banknote-authentication Uploaded 02-11-2017 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.trees348
mlr.classif.ranger(13)_mtry2
mlr.classif.ranger(13)_min.node.size31
mlr.classif.ranger(13)_sample.fraction0.173983097379096
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
0.9941
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9672
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9337
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1085.6069
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1195
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
0.9673
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9672
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.9672
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2419
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1894
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3812
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1200.2586
UserCPU time millis
5.244
UserCPU time millis testing
0.518
UserCPU time millis training
4.726