Run
8577010

Run 8577010

Task 145834 (Supervised Classification) banknote-authentication Uploaded 27-11-2017 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.trees1841
mlr.classif.ranger(15)_mtry2
mlr.classif.ranger(15)_min.node.size763
mlr.classif.ranger(15)_sample.fraction0.640656633139588
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
0.944
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8745
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7457
Cross-validation details (10-fold Crossvalidation)
KB relative information score
545.01
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3267
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
0.8745
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8746
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.8746
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6615
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3539
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7122
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
958.7261
UserCPU time millis
10.82
UserCPU time millis testing
2.96
UserCPU time millis training
7.86