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Predictive classifier models built from natural products with antimalarial bioactivity using machine learning approach

In view of the vast number of natural products with potential antiplasmodial bioactivity and cost of conducting antiplasmodial bioactivity assays, it may be judicious to learn from previous antiplasmodial bioassays and predict bioactivity of these natural products before experimental bioassays. This...

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Detalles Bibliográficos
Autores principales: Egieyeh, Samuel, Syce, James, Malan, Sarel F., Christoffels, Alan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6161899/
https://www.ncbi.nlm.nih.gov/pubmed/30265702
http://dx.doi.org/10.1371/journal.pone.0204644