FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W766593709> ?p ?o ?g. }

• W766593709 endingPage "211" @default.
• W766593709 startingPage "199" @default.
• W766593709 abstract "We show that the Monte Carlo feature selection al- gorithm for supervised classification proposed, by Draminski et al. (2008), is not biased towards features with many categories (levels or values). While the algorithm, later extended to include the func- tionality of discovering interdependencies between features, is sur- prisingly simple and has been successfully used on many biological data and transactional data of commercial origin, and it has never revealed any bias of the type mentioned, the alleged property of its unbiasedness required a closer scrutiny which is thus provided here. Admittedly, the algorithm does reveal some bias coming from another source, but it is negligible. Hence our final claim is that the algorithm is practically unbiased and the results it provides can be considered fully reliable. Keywords: supervised classification, feature selection, fea- ture interactions, high-dimensional problems, applications to ge- nomic and proteomic data." @default.
• W766593709 created "2016-06-24" @default.
• W766593709 creator A5011111060 @default.
• W766593709 creator A5036927183 @default.
• W766593709 creator A5045746487 @default.
• W766593709 creator A5050406527 @default.
• W766593709 creator A5088457184 @default.
• W766593709 date "2011-01-01" @default.
• W766593709 modified "2023-09-24" @default.
• W766593709 title "The Monte Carlo feature selection and interdependency discovery is unbiased" @default.
• W766593709 cites W118074277 @default.
• W766593709 cites W1520812622 @default.
• W766593709 cites W1875061881 @default.
• W766593709 cites W1966626540 @default.
• W766593709 cites W1973897227 @default.
• W766593709 cites W1996031526 @default.
• W766593709 cites W2085965182 @default.
• W766593709 cites W2116262873 @default.
• W766593709 cites W2116459725 @default.
• W766593709 cites W2119387367 @default.
• W766593709 cites W2123998733 @default.
• W766593709 cites W2125520180 @default.
• W766593709 cites W2138550913 @default.
• W766593709 cites W2143481518 @default.
• W766593709 cites W2158825237 @default.
• W766593709 cites W2169529715 @default.
• W766593709 cites W434086633 @default.
• W766593709 hasPublicationYear "2011" @default.
• W766593709 type Work @default.
• W766593709 sameAs 766593709 @default.
• W766593709 citedByCount "2" @default.
• W766593709 countsByYear W7665937092014 @default.
• W766593709 countsByYear W7665937092018 @default.
• W766593709 crossrefType "journal-article" @default.
• W766593709 hasAuthorship W766593709A5011111060 @default.
• W766593709 hasAuthorship W766593709A5036927183 @default.
• W766593709 hasAuthorship W766593709A5045746487 @default.
• W766593709 hasAuthorship W766593709A5050406527 @default.
• W766593709 hasAuthorship W766593709A5088457184 @default.
• W766593709 hasConcept C105795698 @default.
• W766593709 hasConcept C11413529 @default.
• W766593709 hasConcept C119857082 @default.
• W766593709 hasConcept C124101348 @default.
• W766593709 hasConcept C138885662 @default.
• W766593709 hasConcept C148483581 @default.
• W766593709 hasConcept C153180895 @default.
• W766593709 hasConcept C154945302 @default.
• W766593709 hasConcept C17744445 @default.
• W766593709 hasConcept C185429906 @default.
• W766593709 hasConcept C19499675 @default.
• W766593709 hasConcept C199539241 @default.
• W766593709 hasConcept C2776050585 @default.
• W766593709 hasConcept C2776401178 @default.
• W766593709 hasConcept C2909318450 @default.
• W766593709 hasConcept C33923547 @default.
• W766593709 hasConcept C41008148 @default.
• W766593709 hasConcept C41895202 @default.
• W766593709 hasConcept C81917197 @default.
• W766593709 hasConceptScore W766593709C105795698 @default.
• W766593709 hasConceptScore W766593709C11413529 @default.
• W766593709 hasConceptScore W766593709C119857082 @default.
• W766593709 hasConceptScore W766593709C124101348 @default.
• W766593709 hasConceptScore W766593709C138885662 @default.
• W766593709 hasConceptScore W766593709C148483581 @default.
• W766593709 hasConceptScore W766593709C153180895 @default.
• W766593709 hasConceptScore W766593709C154945302 @default.
• W766593709 hasConceptScore W766593709C17744445 @default.
• W766593709 hasConceptScore W766593709C185429906 @default.
• W766593709 hasConceptScore W766593709C19499675 @default.
• W766593709 hasConceptScore W766593709C199539241 @default.
• W766593709 hasConceptScore W766593709C2776050585 @default.
• W766593709 hasConceptScore W766593709C2776401178 @default.
• W766593709 hasConceptScore W766593709C2909318450 @default.
• W766593709 hasConceptScore W766593709C33923547 @default.
• W766593709 hasConceptScore W766593709C41008148 @default.
• W766593709 hasConceptScore W766593709C41895202 @default.
• W766593709 hasConceptScore W766593709C81917197 @default.
• W766593709 hasIssue "2" @default.
• W766593709 hasLocation W7665937091 @default.
• W766593709 hasOpenAccess W766593709 @default.
• W766593709 hasPrimaryLocation W7665937091 @default.
• W766593709 hasRelatedWork W1551753208 @default.
• W766593709 hasRelatedWork W2013812371 @default.
• W766593709 hasRelatedWork W2060829326 @default.
• W766593709 hasRelatedWork W2107901645 @default.
• W766593709 hasRelatedWork W2109553965 @default.
• W766593709 hasRelatedWork W2116459725 @default.
• W766593709 hasRelatedWork W2119821739 @default.
• W766593709 hasRelatedWork W2130297133 @default.
• W766593709 hasRelatedWork W2146338065 @default.
• W766593709 hasRelatedWork W2146739527 @default.
• W766593709 hasRelatedWork W2161565752 @default.
• W766593709 hasRelatedWork W2169529715 @default.
• W766593709 hasRelatedWork W2271455777 @default.
• W766593709 hasRelatedWork W2410164481 @default.
• W766593709 hasRelatedWork W2472670016 @default.
• W766593709 hasRelatedWork W2767517505 @default.
• W766593709 hasRelatedWork W2770474929 @default.

• next