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Hypercluster: a flexible tool for parallelized unsupervised clustering optimization

BACKGROUND: Unsupervised clustering is a common and exceptionally useful tool for large biological datasets. However, clustering requires upfront algorithm and hyperparameter selection, which can introduce bias into the final clustering labels. It is therefore advisable to obtain a range of clusteri...

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Detalles Bibliográficos
Autores principales: Blumenberg, Lili, Ruggles, Kelly V.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7525959/
https://www.ncbi.nlm.nih.gov/pubmed/32993491
http://dx.doi.org/10.1186/s12859-020-03774-1