Run
8135324

Run 8135324

Task 145834 (Supervised Classification) banknote-authentication Uploaded 18-10-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • botV1 mlrRandomBot sciBenchV10
Issue #Downvotes for this reason By


Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1533
mlr.classif.ranger(9)_mtry3
mlr.classif.ranger(9)_min.node.size68
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.75372105750721
mlr.classif.ranger(9)_respect.unordered.factorsTRUE
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
0.9984
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9832
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.966
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1212.9229
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0673
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
0.9833
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9832
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.9832
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1363
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1371
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.276
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1869.8223
UserCPU time millis
7.879
UserCPU time millis testing
0.616
UserCPU time millis training
7.263