Improving visual communication of discriminative accuracy for predictive models: the probability threshold plot

OBJECTIVES: To propose a visual display—the probability threshold plot (PTP)—that transparently communicates a predictive models’ measures of discriminative accuracy along the range of model-based predicted probabilities (Pt). MATERIALS AND METHODS: We illustrate the PTP by replicating a previously-...

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Detalles Bibliográficos
Autores principales: Johnston, Stephen S, Fortin, Stephen, Kalsekar, Iftekhar, Reps, Jenna, Coplan, Paul
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2021
Materias:
Brief Communications
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7952226/
https://www.ncbi.nlm.nih.gov/pubmed/33733059
http://dx.doi.org/10.1093/jamiaopen/ooab017

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7952226/
https://www.ncbi.nlm.nih.gov/pubmed/33733059
http://dx.doi.org/10.1093/jamiaopen/ooab017

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