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BioDiscViz: A visualization support and consensus signature selector for BioDiscML results

Machine learning (ML) algorithms are powerful tools to find complex patterns and biomarker signatures when conventional statistical methods fail to identify them. While the ML field made significant progress, state of the art methodologies to build efficient and non-overfitting models are not always...

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Detalles Bibliográficos
Autores principales: Bouirdene, Sophiane, Leclercq, Mickael, Quitté, Léopold, Bilodeau, Steve, Droit, Arnaud
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10688618/
https://www.ncbi.nlm.nih.gov/pubmed/38033002
http://dx.doi.org/10.1371/journal.pone.0294750