Run
8548372

Run 8548372

Task 145834 (Supervised Classification) banknote-authentication Uploaded 21-11-2017 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.trees208
mlr.classif.ranger(15)_mtry3
mlr.classif.ranger(15)_min.node.size95
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.737753306282684
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
0.9961
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9606
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9201
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1150.6966
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0909
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
0.9608
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9606
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.9606
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1841
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1706
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3434
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1318.6457
UserCPU time millis
0.98
UserCPU time millis testing
0.07
UserCPU time millis training
0.91