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- Random_subspace_method abstract "Random subspace method (or attribute bagging) is an ensemble classifier that consists of several classifiers each operating in a subspace of the original feature space, and outputs the class based on the outputs of these individual classifiers. Random subspace method has been used for linear classifiers, support vector machines, nearest neighbours and other types of classifiers. This method is also applicable to one-class classifiers.The algorithm is an attractive choice for classification problems where the number of features is much larger than the number of training objects, such as fMRI data or gene expression data.".
- Random_subspace_method wikiPageID "30034676".
- Random_subspace_method wikiPageLength "4282".
- Random_subspace_method wikiPageOutDegree "8".
- Random_subspace_method wikiPageRevisionID "679032262".
- Random_subspace_method wikiPageWikiLink Algorithm.
- Random_subspace_method wikiPageWikiLink Category:Classification_algorithms.
- Random_subspace_method wikiPageWikiLink Category:Ensemble_learning.
- Random_subspace_method wikiPageWikiLink Ensemble_learning.
- Random_subspace_method wikiPageWikiLink One-class_classification.
- Random_subspace_method wikiPageWikiLink Posterior_probabilities.
- Random_subspace_method wikiPageWikiLink Posterior_probability.
- Random_subspace_method wikiPageWikiLink Statistical_classification.
- Random_subspace_method wikiPageWikiLink Support_vector_machine.
- Random_subspace_method wikiPageWikiLinkText "Random subspace method".
- Random_subspace_method wikiPageWikiLinkText "feature bagging".
- Random_subspace_method wikiPageWikiLinkText "random subset of the features".
- Random_subspace_method wikiPageWikiLinkText "random subspace method".
- Random_subspace_method hasPhotoCollection Random_subspace_method.
- Random_subspace_method wikiPageUsesTemplate Template:Reflist.
- Random_subspace_method wikiPageUsesTemplate Template:Sub.
- Random_subspace_method subject Category:Classification_algorithms.
- Random_subspace_method subject Category:Ensemble_learning.
- Random_subspace_method hypernym Classifier.
- Random_subspace_method type Algorithm.
- Random_subspace_method comment "Random subspace method (or attribute bagging) is an ensemble classifier that consists of several classifiers each operating in a subspace of the original feature space, and outputs the class based on the outputs of these individual classifiers. Random subspace method has been used for linear classifiers, support vector machines, nearest neighbours and other types of classifiers.".
- Random_subspace_method label "Random subspace method".
- Random_subspace_method sameAs m.0g57nrr.
- Random_subspace_method sameAs Q7291993.
- Random_subspace_method sameAs Q7291993.
- Random_subspace_method wasDerivedFrom Random_subspace_method?oldid=679032262.
- Random_subspace_method isPrimaryTopicOf Random_subspace_method.