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Tailored Bayes: a risk modeling framework under unequal misclassification costs

Risk prediction models are a crucial tool in healthcare. Risk prediction models with a binary outcome (i.e., binary classification models) are often constructed using methodology which assumes the costs of different classification errors are equal. In many healthcare applications, this assumption is...

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Detalles Bibliográficos
Autores principales: Karapanagiotis, Solon, Benedetto, Umberto, Mukherjee, Sach, Kirk, Paul D W, Newcombe, Paul J
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9748575/
https://www.ncbi.nlm.nih.gov/pubmed/34363680
http://dx.doi.org/10.1093/biostatistics/kxab023