Run
8621323

Run 8621323

Task 145834 (Supervised Classification) banknote-authentication Uploaded 07-12-2017 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(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees1941
mlr.classif.ranger(15)_mtry1
mlr.classif.ranger(15)_min.node.size3
mlr.classif.ranger(15)_sample.fraction0.238035008893348
mlr.classif.ranger(15)_respect.unordered.factorsTRUE
mlr.classif.ranger(15)_num.threads1
mlr.classif.ranger(15)_verboseFALSE
mlr.classif.ranger(15)_openml.seed1
mlr.classif.ranger(15)_openml.kindMersenne-Twister
mlr.classif.ranger(15)_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
0.9997
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9905
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9808
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1201.8493
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0754
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
0.9906
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9905
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.9905
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1527
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1222
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.246
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1370.9213
UserCPU time millis
6.42
UserCPU time millis testing
0.72
UserCPU time millis training
5.7