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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...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: Valizadegan, Hamed, Nguyen, Quang, Hauskrecht, Milos
Format: Artigo
Sprache:Inglês
Veröffentlicht: 2013
Schlagworte:
Online Zugang: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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