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Random forests for feature selection in QSPR Models - an application for predicting standard enthalpy of formation of hydrocarbons

BACKGROUND: One of the main topics in the development of quantitative structure-property relationship (QSPR) predictive models is the identification of the subset of variables that represent the structure of a molecule and which are predictors for a given property. There are several automated featur...

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Detalles Bibliográficos
Autores principales: Teixeira, Ana L, Leal, João P, Falcao, Andre O
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2013
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3599435/
https://www.ncbi.nlm.nih.gov/pubmed/23399299
http://dx.doi.org/10.1186/1758-2946-5-9