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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...

Disgrifiad llawn

Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Prif Awduron: Valizadegan, Hamed, Nguyen, Quang, Hauskrecht, Milos
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: 2013
Pynciau:
Mynediad Ar-lein: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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