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Evaluation of stacked ensemble model performance to predict clinical outcomes: A COVID-19 study

BACKGROUND: The application of machine learning (ML) to analyze clinical data with the goal to predict patient outcomes has garnered increasing attention. Ensemble learning has been used in conjunction with ML to improve predictive performance. Although stacked generalization (stacking), a type of h...

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Detalles Bibliográficos
Autores principales: Kablan, Rianne, Miller, Hunter A., Suliman, Sally, Frieboes, Hermann B.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier B.V. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10165871/
https://www.ncbi.nlm.nih.gov/pubmed/37172507
http://dx.doi.org/10.1016/j.ijmedinf.2023.105090