Run
8406534

Run 8406534

Task 145834 (Supervised Classification) banknote-authentication Uploaded 01-11-2017 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.trees617
mlr.classif.ranger(13)_mtry1
mlr.classif.ranger(13)_min.node.size554
mlr.classif.ranger(13)_sample.fraction0.93171669295989
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
0.9776
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9119
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.821
Cross-validation details (10-fold Crossvalidation)
KB relative information score
717.9488
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2648
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
0.9156
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9125
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.9125
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5361
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3014
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6065
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1186.727
UserCPU time millis
6.507
UserCPU time millis testing
0.664
UserCPU time millis training
5.843