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On the choice of negative examples for prediction of host-pathogen protein interactions

As practitioners of machine learning in the area of bioinformatics we know that the quality of the results crucially depends on the quality of our labeled data. While there is a tendency to focus on the quality of positive examples, the negative examples are equally as important. In this opinion pap...

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Detalles Bibliográficos
Autores principales: Neumann, Don, Roy, Soumyadip, Minhas, Fayyaz Ul Amir Afsar, Ben-Hur, Asa
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9798088/
https://www.ncbi.nlm.nih.gov/pubmed/36591335
http://dx.doi.org/10.3389/fbinf.2022.1083292