International Research Journal of Innovations in Engineering and Technology - IRJIET International Open Access, Monthly, Peer Reviewed, Reputed Journal ISSN (online): 2581-3048

Impact Factor (2025): 6.9

DOI Prefix: 10.47001/IRJIET

Analyzing Under Five Mortality for Algeria Using a Machine Learning Technique

Abstract

This study uses annual time series data on under five mortality rate (U5MR) for Algeria from 1960 to 2020 to predict future trends of U5MR over the period 2021 to 2030. The residuals and forecast evaluation criteria of the applied ANN (12, 12, 1) model indicate that the model is stable in forecasting U5MR. The results of the study highlighted that U5MR will hover around 20 deaths per 1000 live births over the out of sample period. Hence, authorities in Algeria should prioritize maternal and child health programs by ensuring adequate staffing levels and medical supplies in healthcare facilities. 

Country : Zimbabwe

1 Dr. Smartson. P. NYONI2 Thabani NYONI

  1. ZICHIRe Project, University of Zimbabwe, Harare, Zimbabwe
  2. Independent Researcher & Health Economist, Harare, Zimbabwe

IRJIET, Volume 6, Issue 7, July 2022 pp. 86-89

doi.org/10.47001/IRJIET/2022.607016

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