Run
8705052

Run 8705052

Task 145834 (Supervised Classification) banknote-authentication Uploaded 27-12-2017 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(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees658
mlr.classif.ranger(16)_mtry1
mlr.classif.ranger(16)_min.node.size432
mlr.classif.ranger(16)_sample.fraction0.773546392749995
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
0.9808
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9171
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8316
Cross-validation details (10-fold Crossvalidation)
KB relative information score
745.7879
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2546
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
0.92
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9176
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.9176
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5155
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.293
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5897
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1367.7248
UserCPU time millis
1.571
UserCPU time millis testing
0.205
UserCPU time millis training
1.366