Matches in SemOpenAlex for { <https://semopenalex.org/work/W2512056686> ?p ?o ?g. }
Showing items 1 to 84 of
84
with 100 items per page.
- W2512056686 abstract "This article introduces a new method of supervised learning based on linear dis crimination among the vertices of a regular simplex in Euclidean space. Each vertex represents a different category. Discrimination is phrased as a regression problem in volving e -insensitive residuals and a quadratic penalty on the coefficients of the linear predictors. The objective function can by minimized by a primal MM (majorization minimization) algorithm that (a) relies on quadratic majorization and iteratively re weighted least squares, (b) is simpler to program than algorithms that pass to the dual of the original optimization problem, and (c) can be accelerated by step doubling. Lim ited comparisons on real and simulated data suggest that the MM algorithm is compet itive in statistical accuracy and computational speed with the best currently available algorithms for discriminant analysis." @default.
- W2512056686 created "2016-09-16" @default.
- W2512056686 creator A5044684896 @default.
- W2512056686 creator A5070269135 @default.
- W2512056686 date "2016-01-01" @default.
- W2512056686 modified "2023-09-27" @default.
- W2512056686 title "An MM Algorithm for Multicategory Vertex" @default.
- W2512056686 cites W1554944419 @default.
- W2512056686 cites W1556598185 @default.
- W2512056686 cites W1563088657 @default.
- W2512056686 cites W1572498458 @default.
- W2512056686 cites W1594031697 @default.
- W2512056686 cites W194242946 @default.
- W2512056686 cites W1981745143 @default.
- W2512056686 cites W2000655290 @default.
- W2512056686 cites W2006079335 @default.
- W2512056686 cites W2056392803 @default.
- W2512056686 cites W2116444583 @default.
- W2512056686 cites W2133958955 @default.
- W2512056686 cites W2134426089 @default.
- W2512056686 cites W2149414429 @default.
- W2512056686 cites W2156909104 @default.
- W2512056686 cites W3085162807 @default.
- W2512056686 cites W3112020351 @default.
- W2512056686 hasPublicationYear "2016" @default.
- W2512056686 type Work @default.
- W2512056686 sameAs 2512056686 @default.
- W2512056686 citedByCount "0" @default.
- W2512056686 crossrefType "journal-article" @default.
- W2512056686 hasAuthorship W2512056686A5044684896 @default.
- W2512056686 hasAuthorship W2512056686A5070269135 @default.
- W2512056686 hasConcept C105795698 @default.
- W2512056686 hasConcept C11413529 @default.
- W2512056686 hasConcept C114614502 @default.
- W2512056686 hasConcept C129782007 @default.
- W2512056686 hasConcept C129844170 @default.
- W2512056686 hasConcept C132525143 @default.
- W2512056686 hasConcept C144521790 @default.
- W2512056686 hasConcept C2524010 @default.
- W2512056686 hasConcept C33923547 @default.
- W2512056686 hasConcept C41045048 @default.
- W2512056686 hasConcept C62438384 @default.
- W2512056686 hasConcept C69738355 @default.
- W2512056686 hasConcept C80899671 @default.
- W2512056686 hasConceptScore W2512056686C105795698 @default.
- W2512056686 hasConceptScore W2512056686C11413529 @default.
- W2512056686 hasConceptScore W2512056686C114614502 @default.
- W2512056686 hasConceptScore W2512056686C129782007 @default.
- W2512056686 hasConceptScore W2512056686C129844170 @default.
- W2512056686 hasConceptScore W2512056686C132525143 @default.
- W2512056686 hasConceptScore W2512056686C144521790 @default.
- W2512056686 hasConceptScore W2512056686C2524010 @default.
- W2512056686 hasConceptScore W2512056686C33923547 @default.
- W2512056686 hasConceptScore W2512056686C41045048 @default.
- W2512056686 hasConceptScore W2512056686C62438384 @default.
- W2512056686 hasConceptScore W2512056686C69738355 @default.
- W2512056686 hasConceptScore W2512056686C80899671 @default.
- W2512056686 hasLocation W25120566861 @default.
- W2512056686 hasOpenAccess W2512056686 @default.
- W2512056686 hasPrimaryLocation W25120566861 @default.
- W2512056686 hasRelatedWork W145880085 @default.
- W2512056686 hasRelatedWork W1972324478 @default.
- W2512056686 hasRelatedWork W2010019392 @default.
- W2512056686 hasRelatedWork W2013347084 @default.
- W2512056686 hasRelatedWork W2073941858 @default.
- W2512056686 hasRelatedWork W2078908612 @default.
- W2512056686 hasRelatedWork W2101087512 @default.
- W2512056686 hasRelatedWork W2111762308 @default.
- W2512056686 hasRelatedWork W2383421144 @default.
- W2512056686 hasRelatedWork W2419260028 @default.
- W2512056686 hasRelatedWork W2557632260 @default.
- W2512056686 hasRelatedWork W2752383278 @default.
- W2512056686 hasRelatedWork W2897982833 @default.
- W2512056686 hasRelatedWork W2914016960 @default.
- W2512056686 hasRelatedWork W2963351303 @default.
- W2512056686 hasRelatedWork W3002385791 @default.
- W2512056686 hasRelatedWork W3028145528 @default.
- W2512056686 hasRelatedWork W3044386669 @default.
- W2512056686 hasRelatedWork W3209099313 @default.
- W2512056686 hasRelatedWork W3143191883 @default.
- W2512056686 isParatext "false" @default.
- W2512056686 isRetracted "false" @default.
- W2512056686 magId "2512056686" @default.
- W2512056686 workType "article" @default.