Simultaneous feature selection and parameter optimisation using an artificial ant colony: case study of melting point prediction

BACKGROUND: We present a novel feature selection algorithm, Winnowing Artificial Ant Colony (WAAC), that performs simultaneous feature selection and model parameter optimisation for the development of predictive quantitative structure-property relationship (QSPR) models. The WAAC algorithm is an ext...

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Autores principales: O'Boyle, Noel M, Palmer, David S, Nigsch, Florian, Mitchell, John BO
Formato: Artigo
Lenguaje:Inglês
Publicado: BioMed Central 2008
Materias:
Methodology
Acceso en línea:https://ncbi.nlm.nih.gov/pmc/articles/PMC2603525/
https://ncbi.nlm.nih.gov/pubmed/18959785
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/1752-153X-2-21
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