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Deriving the Expected Utility of a Predictive Model When the Utilities Are Uncertain

Predictive models are often constructed from clinical databases with the goal of eventually helping make better clinical decisions. Evaluating models using decision theory is therefore natural. When constructing a model using statistical and machine learning methods, however, we are often uncertain...

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Detalhes bibliográficos
Main Authors: Cooper, Gregory F., Visweswaran, Shyam
Formato: Artigo
Idioma:Inglês
Publicado em: American Medical Informatics Association 2005
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC1560537/
https://ncbi.nlm.nih.gov/pubmed/16779022
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