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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Bibliographic Details
Main Authors: Samuel Egieyeh, James Syce, Sarel F Malan, Alan Christoffels
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2018-01-01
Series:PLoS ONE
Online Access:http://europepmc.org/articles/PMC6161899?pdf=render