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A New Approach to Radial Basis Function Approximation and Its Application to QSAR

[Image: see text] We describe a novel approach to RBF approximation, which combines two new elements: (1) linear radial basis functions and (2) weighting the model by each descriptor’s contribution. Linear radial basis functions allow one to achieve more accurate predictions for diverse data sets. T...

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Detalhes bibliográficos
Main Authors: Zakharov, Alexey V., Peach, Megan L., Sitzmann, Markus, Nicklaus, Marc C.
Formato: Artigo
Idioma:Inglês
Publicado em: American Chemical Society 2014
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC3985791/
https://ncbi.nlm.nih.gov/pubmed/24451033
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1021/ci400704f
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