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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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Bibliographic Details
Main Authors: Cooper, Gregory F., Visweswaran, Shyam
Format: Artigo
Language:Inglês
Published: American Medical Informatics Association 2005
Subjects:
Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC1560537/
https://ncbi.nlm.nih.gov/pubmed/16779022
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