An industrial evaluation of proteochemometric modelling: Predicting drug-target affinities for kinases

Deep learning proteochemometric (PCM) models have been reported to achieve excellent performances on public benchmarking datasets. Nevertheless, numerous papers have cast doubt on commonly used evaluation metrics, suggesting they do not reflect true prospective predictive abilities. The aim of this...

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Bibliographic Details
Main Authors: Astrid Stroobants, Lewis H. Mervin, Ola Engkvist, Graeme R. Robb
Format: Article
Language:English
Published: Elsevier 2023-12-01
Series:Artificial Intelligence in the Life Sciences
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2667318523000235