Run
8271797

Run 8271797

Task 145834 (Supervised Classification) banknote-authentication Uploaded 27-10-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • AzureBot1 botV1 mlrRandomBot sciBenchV10
Issue #Downvotes for this reason By


Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees1182
mlr.classif.ranger(13)_mtry4
mlr.classif.ranger(13)_min.node.size266
mlr.classif.ranger(13)_sample.fraction0.700209494214505
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
0.9712
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.916
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8295
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1004.011
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1434
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
0.9165
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9162
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.9162
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2905
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.256
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5151
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1300.4948
UserCPU time millis
29.278
UserCPU time millis testing
1.747
UserCPU time millis training
27.531