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Regression on imperfect class labels derived by unsupervised clustering

Outcome regressed on class labels identified by unsupervised clustering is custom in many applications. However, it is common to ignore the misclassification of class labels caused by the learning algorithm, which potentially leads to serious bias of the estimated effect parameters. Due to their gen...

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Detalhes bibliográficos
Publicado no:Brief Bioinform
Main Authors: Brøndum, Rasmus Froberg, Michaelsen, Thomas Yssing, Bøgsted, Martin
Formato: Artigo
Idioma:Inglês
Publicado em: Oxford University Press 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7986660/
https://ncbi.nlm.nih.gov/pubmed/32124917
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/bib/bbaa014
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