Structured feature selection using coordinate descent optimization

BACKGROUND: Existing feature selection methods typically do not consider prior knowledge in the form of structural relationships among features. In this study, the features are structured based on prior knowledge into groups. The problem addressed in this article is how to select one representative...

Descripción completa

Detalles Bibliográficos
Autores principales: Ghalwash, Mohamed F., Cao, Xi Hang, Stojkovic, Ivan, Obradovic, Zoran
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2016
Materias:
Methodology Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4826549/
https://www.ncbi.nlm.nih.gov/pubmed/27059502
http://dx.doi.org/10.1186/s12859-016-0954-4

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4826549/
https://www.ncbi.nlm.nih.gov/pubmed/27059502
http://dx.doi.org/10.1186/s12859-016-0954-4

Ejemplares similares