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A Multi-Label Learning Based Kernel Automatic Recommendation Method for Support Vector Machine

Choosing an appropriate kernel is very important and critical when classifying a new problem with Support Vector Machine. So far, more attention has been paid on constructing new kernels and choosing suitable parameter values for a specific kernel function, but less on kernel selection. Furthermore,...

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Detalles Bibliográficos
Autores principales: Zhang, Xueying, Song, Qinbao
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4403820/
https://www.ncbi.nlm.nih.gov/pubmed/25893896
http://dx.doi.org/10.1371/journal.pone.0120455