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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...

Disgrifiad llawn

Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Prif Awduron: Zakharov, Alexey V., Peach, Megan L., Sitzmann, Markus, Nicklaus, Marc C.
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: American Chemical Society 2014
Mynediad Ar-lein: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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