Matches in DBpedia 2016-04 for { <http://dbpedia.org/resource/Out-of-bag_error> ?p ?o }
Showing triples 1 to 31 of
31
with 100 triples per page.
- Out-of-bag_error abstract "Out-of-bag (OOB) error, also called out-of-bag estimate, is a method of measuring the prediction error of random forests, boosted decision trees, and other machine learning models utilizing bootstrap aggregating to sub-sample data sampled used for training. OOB is the mean prediction error on each training sample xᵢ, using only the trees that did not have xᵢ in their bootstrap sample.Subsampling allows one to define an out-of-bag estimate of the prediction performance improvement by evaluating predictions on those observations which were not used in the building of the next base learner. Out-of-bag estimates help avoid the need for an independent validation dataset, but often underestimate actual performance improvement and the optimal number of iterations.".
- Out-of-bag_error wikiPageID "48643701".
- Out-of-bag_error wikiPageLength "1643".
- Out-of-bag_error wikiPageOutDegree "12".
- Out-of-bag_error wikiPageRevisionID "693383908".
- Out-of-bag_error wikiPageWikiLink Boosting_(machine_learning).
- Out-of-bag_error wikiPageWikiLink Bootstrap_aggregating.
- Out-of-bag_error wikiPageWikiLink Bootstrapping_(statistics).
- Out-of-bag_error wikiPageWikiLink Category:Computational_statistics.
- Out-of-bag_error wikiPageWikiLink Category:Ensemble_learning.
- Out-of-bag_error wikiPageWikiLink Category:Machine_learning_algorithms.
- Out-of-bag_error wikiPageWikiLink Cross-validation_(statistics).
- Out-of-bag_error wikiPageWikiLink Gradient_boosting.
- Out-of-bag_error wikiPageWikiLink Machine_learning.
- Out-of-bag_error wikiPageWikiLink Random_forest.
- Out-of-bag_error wikiPageWikiLink Random_subspace_method.
- Out-of-bag_error wikiPageWikiLinkText "Out-of-bag error".
- Out-of-bag_error wikiPageWikiLinkText "out-of-bag error".
- Out-of-bag_error wikiPageUsesTemplate Template:Compsci-stub.
- Out-of-bag_error wikiPageUsesTemplate Template:Machine_learning_bar.
- Out-of-bag_error wikiPageUsesTemplate Template:Mvar.
- Out-of-bag_error wikiPageUsesTemplate Template:Reflist.
- Out-of-bag_error subject Category:Computational_statistics.
- Out-of-bag_error subject Category:Ensemble_learning.
- Out-of-bag_error subject Category:Machine_learning_algorithms.
- Out-of-bag_error hypernym Method.
- Out-of-bag_error type Software.
- Out-of-bag_error comment "Out-of-bag (OOB) error, also called out-of-bag estimate, is a method of measuring the prediction error of random forests, boosted decision trees, and other machine learning models utilizing bootstrap aggregating to sub-sample data sampled used for training.".
- Out-of-bag_error label "Out-of-bag error".
- Out-of-bag_error wasDerivedFrom Out-of-bag_error?oldid=693383908.
- Out-of-bag_error isPrimaryTopicOf Out-of-bag_error.