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RGIFE: a ranked guided iterative feature elimination heuristic for the identification of biomarkers

BACKGROUND: Current -omics technologies are able to sense the state of a biological sample in a very wide variety of ways. Given the high dimensionality that typically characterises these data, relevant knowledge is often hidden and hard to identify. Machine learning methods, and particularly featur...

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Detalles Bibliográficos
Autores principales: Lazzarini, Nicola, Bacardit, Jaume
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5493069/
https://www.ncbi.nlm.nih.gov/pubmed/28666416
http://dx.doi.org/10.1186/s12859-017-1729-2