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Imbalanced class distribution and performance evaluation metrics: A systematic review of prediction accuracy for determining model performance in healthcare systems

Focus on predictive algorithm and its performance evaluation is extensively covered in most research studies to determine best or appropriate predictive model with Optimum prediction solution indicated by prediction accuracy score, precision, recall, f1score etc. Prediction accuracy score from perfo...

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Detalles Bibliográficos
Autores principales: Owusu-Adjei, Michael, Ben Hayfron-Acquah, James, Frimpong, Twum, Abdul-Salaam, Gaddafi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10688675/
https://www.ncbi.nlm.nih.gov/pubmed/38032863
http://dx.doi.org/10.1371/journal.pdig.0000290