Run
8296306

Run 8296306

Task 145834 (Supervised Classification) banknote-authentication Uploaded 28-10-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees1943
mlr.classif.ranger(13)_mtry4
mlr.classif.ranger(13)_min.node.size42
mlr.classif.ranger(13)_sample.fraction0.978376898448914
mlr.classif.ranger(13)_respect.unordered.factorsTRUE
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
0.9984
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9811
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9617
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1266.0172
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0435
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
0.9811
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9811
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.9811
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.088
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1226
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2467
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1319.5361
UserCPU time millis
66.57
UserCPU time millis testing
2.881
UserCPU time millis training
63.689