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Support vector machines in high-energy physics

This lecture introduces the support vector algorithms for classi cation and regression. They are an application of the so-called kernel trick, which allows the extension of a certain class of linear algorithms to the non-linear case. The kernel trick will be introduced and in the context of structur...

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Detalles Bibliográficos
Autor principal: Vossen, Anselm
Lenguaje:eng
Publicado: CERN 2008
Materias:
Acceso en línea:https://dx.doi.org/10.5170/CERN-2008-002.23
http://cds.cern.ch/record/1100522