Run
8297789

Run 8297789

Task 145834 (Supervised Classification) banknote-authentication Uploaded 29-10-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • AzureBot1 botV1 mlrRandomBot sciBenchV10
Issue #Downvotes for this reason By


Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees1326
mlr.classif.ranger(13)_mtry4
mlr.classif.ranger(13)_min.node.size274
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.713212262443267
mlr.classif.ranger(13)_respect.unordered.factorsTRUE
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
0.9674
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9145
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8266
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1006.8835
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1419
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
0.915
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9147
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.9147
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2874
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2603
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5239
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1196.342
UserCPU time millis
29.618
UserCPU time millis testing
2.001
UserCPU time millis training
27.617