Run
8856880

Run 8856880

Task 145834 (Supervised Classification) banknote-authentication Uploaded 30-01-2018 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • botV1 mlrRandomBot sciBenchV1.0
Issue #Downvotes for this reason By


Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1465
mlr.classif.ranger(9)_mtry3
mlr.classif.ranger(9)_min.node.size7
mlr.classif.ranger(9)_sample.fraction0.401044020871632
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
0.9996
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9898
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9793
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1290.8556
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0348
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
0.9898
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9898
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.9898
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0704
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0942
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.1895
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1747.1969
UserCPU time millis
6.37
UserCPU time millis testing
0.438
UserCPU time millis training
5.932