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Two-stage hybrid feature selection algorithms for diagnosing erythemato-squamous diseases

This paper proposes two-stage hybrid feature selection algorithms to build the stable and efficient diagnostic models where a new accuracy measure is introduced to assess the models. The two-stage hybrid algorithms adopt Support Vector Machines (SVM) as a classification tool, and the extended Sequen...

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Detalles Bibliográficos
Autores principales: Xie, Juanying, Lei, Jinhu, Xie, Weixin, Shi, Yong, Liu, Xiaohui
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2013
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4453584/
https://www.ncbi.nlm.nih.gov/pubmed/26042184
http://dx.doi.org/10.1186/2047-2501-1-10