An evaluation of different classification algorithms for protein sequence-based reverse vaccinology prediction

Previous work has shown that proteins that have the potential to be vaccine candidates can be predicted from features derived from their amino acid sequences. In this work, we make an empirical comparison across various machine learning classifiers on this sequence-based inference problem. Using sys...

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Detalles Bibliográficos
Autores principales: Heinson, Ashley I., Ewing, Rob M., Holloway, John W., Woelk, Christopher H., Niranjan, Mahesan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2019
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6910663/
https://www.ncbi.nlm.nih.gov/pubmed/31834914
http://dx.doi.org/10.1371/journal.pone.0226256

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6910663/
https://www.ncbi.nlm.nih.gov/pubmed/31834914
http://dx.doi.org/10.1371/journal.pone.0226256

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