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Boosting for high-dimensional two-class prediction

BACKGROUND: In clinical research prediction models are used to accurately predict the outcome of the patients based on some of their characteristics. For high-dimensional prediction models (the number of variables greatly exceeds the number of samples) the choice of an appropriate classifier is cruc...

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Detalles Bibliográficos
Autores principales: Blagus, Rok, Lusa, Lara
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4578758/
https://www.ncbi.nlm.nih.gov/pubmed/26390865
http://dx.doi.org/10.1186/s12859-015-0723-9