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Learning Classification Models from Multiple Experts

Building classification models from clinical data using machine learning methods often relies on labeling of patient examples by human experts. Standard machine learning framework assumes the labels are assigned by a homogeneous process. However, in reality the labels may come from multiple experts...

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Detalhes bibliográficos
Main Authors: Valizadegan, Hamed, Nguyen, Quang, Hauskrecht, Milos
Formato: Artigo
Idioma:Inglês
Publicado em: 2013
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC3922063/
https://ncbi.nlm.nih.gov/pubmed/24035760
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.jbi.2013.08.007
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