Run
8553970

Run 8553970

Task 145834 (Supervised Classification) banknote-authentication Uploaded 23-11-2017 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(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees1536
mlr.classif.ranger(16)_mtry2
mlr.classif.ranger(16)_min.node.size6
mlr.classif.ranger(16)_sample.fraction0.893028024188243
mlr.classif.ranger(16)_respect.unordered.factorsTRUE
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
0.9999
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9934
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9867
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1313.8185
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0252
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
0.9935
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9934
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.9934
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.051
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0763
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.1536
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1138.8789
UserCPU time millis
12.488
UserCPU time millis testing
1.272
UserCPU time millis training
11.216