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Brainstorming: weighted voting prediction of inhibitors for protein targets

The “Brainstorming” approach presented in this paper is a weighted voting method that can improve the quality of predictions generated by several machine learning (ML) methods. First, an ensemble of heterogeneous ML algorithms is trained on available experimental data, then all solutions are gathere...

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Detalles Bibliográficos
Autor principal: Plewczynski, Dariusz
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer-Verlag 2010
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3168748/
https://www.ncbi.nlm.nih.gov/pubmed/20857153
http://dx.doi.org/10.1007/s00894-010-0854-x