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Calibration: the Achilles heel of predictive analytics

BACKGROUND: The assessment of calibration performance of risk prediction models based on regression or more flexible machine learning algorithms receives little attention. MAIN TEXT: Herein, we argue that this needs to change immediately because poorly calibrated algorithms can be misleading and pot...

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Detalhes bibliográficos
Publicado no:BMC Med
Main Authors: Van Calster, Ben, McLernon, David J., van Smeden, Maarten, Wynants, Laure, Steyerberg, Ewout W.
Formato: Artigo
Idioma:Inglês
Publicado em: BioMed Central 2019
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6912996/
https://ncbi.nlm.nih.gov/pubmed/31842878
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s12916-019-1466-7
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