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Gene function prediction in five model eukaryotes exclusively based on gene relative location through machine learning

The function of most genes is unknown. The best results in automated function prediction are obtained with machine learning-based methods that combine multiple data sources, typically sequence derived features, protein structure and interaction data. Even though there is ample evidence showing that...

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Detalles Bibliográficos
Autores principales: Pazos Obregón, Flavio, Silvera, Diego, Soto, Pablo, Yankilevich, Patricio, Guerberoff, Gustavo, Cantera, Rafael
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9270439/
https://www.ncbi.nlm.nih.gov/pubmed/35803984
http://dx.doi.org/10.1038/s41598-022-15329-w