Run
8406323

Run 8406323

Task 145834 (Supervised Classification) banknote-authentication Uploaded 01-11-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees1004
mlr.classif.ranger(13)_mtry3
mlr.classif.ranger(13)_min.node.size5
mlr.classif.ranger(13)_sample.fraction0.271389140910469
mlr.classif.ranger(13)_num.threads1
mlr.classif.ranger(13)_verboseFALSE
mlr.classif.ranger(13)_openml.seed1
mlr.classif.ranger(13)_openml.kindMersenne-Twister
mlr.classif.ranger(13)_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
0.9996
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9876
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9749
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1271.9172
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0428
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
0.9876
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9876
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.9876
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0866
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1048
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.211
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1208.531
UserCPU time millis
25.227
UserCPU time millis testing
2.122
UserCPU time millis training
23.105