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Machine learning classifiers predict key genomic and evolutionary traits across the kingdoms of life

In this study, we investigate how an organism’s codon usage bias can serve as a predictor and classifier of various genomic and evolutionary traits across the domains of life. We perform secondary analysis of existing genetic datasets to build several AI/machine learning models. When trained on codo...

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Detalles Bibliográficos
Autores principales: Hallee, Logan, Khomtchouk, Bohdan B.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9902438/
https://www.ncbi.nlm.nih.gov/pubmed/36747072
http://dx.doi.org/10.1038/s41598-023-28965-7