Run
8579763

Run 8579763

Task 145834 (Supervised Classification) banknote-authentication Uploaded 28-11-2017 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(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees92
mlr.classif.ranger(9)_mtry2
mlr.classif.ranger(9)_min.node.size364
mlr.classif.ranger(9)_sample.fraction0.42513339642901
mlr.classif.ranger(9)_respect.unordered.factorsTRUE
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
0.9558
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8841
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7653
Cross-validation details (10-fold Crossvalidation)
KB relative information score
638.5964
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2919
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
0.8841
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8841
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.8841
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5911
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.33
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6642
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1749.5822
UserCPU time millis
0.302
UserCPU time millis testing
0.144
UserCPU time millis training
0.158