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The role of data imbalance bias in the prediction of protein stability change upon mutation

There is a controversy over what causes the low robustness of some programs for predicting protein stability change upon mutation. Some researchers suggested that low-quality data and insufficiently informative features are the primary reasons, while others attributed the problem largely to a bias c...

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Detalles Bibliográficos
Autor principal: Fang, Jianwen
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10062539/
https://www.ncbi.nlm.nih.gov/pubmed/36996153
http://dx.doi.org/10.1371/journal.pone.0283727