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Use of a deep learning and random forest approach to track changes in the predictive nature of socioeconomic drivers of under-5 mortality rates in sub-Saharan Africa

OBJECTIVES: We used machine learning algorithms to track how the ranks of importance and the survival outcome of four socioeconomic determinants (place of residence, mother’s level of education, wealth index and sex of the child) of under-5 mortality rate (U5MR) in sub-Saharan Africa have evolved. S...

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Detalles Bibliográficos
Autores principales: Nasejje, Justine B, Mbuvha, Rendani, Mwambi, Henry
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BMJ Publishing Group 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8860054/
https://www.ncbi.nlm.nih.gov/pubmed/35177443
http://dx.doi.org/10.1136/bmjopen-2021-049786