Run
8768018

Run 8768018

Task 145834 (Supervised Classification) banknote-authentication Uploaded 01-01-2018 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(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees676
mlr.classif.ranger(16)_mtry2
mlr.classif.ranger(16)_min.node.size92
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.341235927701928
mlr.classif.ranger(16)_num.threads1
mlr.classif.ranger(16)_verboseFALSE
mlr.classif.ranger(16)_openml.seed1
mlr.classif.ranger(16)_openml.kindMersenne-Twister
mlr.classif.ranger(16)_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
0.9914
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9628
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9248
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1049.9839
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1337
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
0.9629
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9628
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.9628
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2707
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2053
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4132
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1372.0341
UserCPU time millis
2.094
UserCPU time millis testing
0.219
UserCPU time millis training
1.875