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A Hyper-Solution Framework for SVM Classification: Application for Predicting Destabilizations in Chronic Heart Failure Patients

Support Vector Machines (SVMs) represent a powerful learning paradigm able to provide accurate and reliable decision functions in several application fields. In particular, they are really attractive for application in medical domain, where often a lack of knowledge exists. Kernel trick, on which SV...

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Detalles Bibliográficos
Autores principales: Candelieri, Antonio, Conforti, Domenico
Formato: Texto
Lenguaje:English
Publicado: Bentham Open 2010
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3095094/
https://www.ncbi.nlm.nih.gov/pubmed/21589851
http://dx.doi.org/10.2174/1874431101004010136