Run
8237001

Run 8237001

Task 10093 (Supervised Classification) banknote-authentication Uploaded 25-10-2017 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.trees1822
mlr.classif.ranger(9)_mtry2
mlr.classif.ranger(9)_min.node.size701
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.710116361873224
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
0.9501
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.869
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7354
Cross-validation details (10-fold Crossvalidation)
KB relative information score
612.2656
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3011
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
0.8698
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8688
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.8688
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6096
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.339
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6822
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1861.3749
UserCPU time millis
2.945
UserCPU time millis testing
0.405
UserCPU time millis training
2.54