Comparative performance of extreme learning machine and Hammerstein–Weiner models for modelling the intestinal hyper-motility and secretory inhibitory effects of methanolic leaf extract of Combretumhypopilinum Diels (Combretaceae)

In this article, three data-driven approaches were explored, including two artificial intelligence (AI) based models namely; Extreme Learning Machine (ELM) and Hammerstein–Weiner (HW) models and a trivial linear model namely; multilinear regression (MLR). In this context, the models were developed u...

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Detalles Bibliográficos
Publicado en:In Silico Pharmacol
Main Authors: Ahmad, Mubarak Hussaini, Usman, A. G., Abba, S. I.
Formato: Artigo
Idioma:Inglês
Publicado: Springer Berlin Heidelberg 2021
Assuntos:
Original Research
Acceso en liña:https://ncbi.nlm.nih.gov/pmc/articles/PMC8042099/
https://ncbi.nlm.nih.gov/pubmed/33928008
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/s40203-021-00090-1
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