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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Bibliographic Details
Main Authors: Michael Owusu-Adjei, James Ben Hayfron-Acquah, Twum Frimpong, Gaddafi Abdul-Salaam
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2023-11-01
Series:PLOS Digital Health
Online Access:https://doi.org/10.1371/journal.pdig.0000290
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