Application of machine learning methods for predicting infant mortality in Rwanda: analysis of Rwanda demographic health survey 2014-15 dataset

• Autores principales: Emmanuel Mfateneza (Autor), Pierre Claver Rutayisire (Autor), Emmanuel Biracyaza (Autor), Sanctus Musafiri (Autor), Willy Gasafari Mpabuka (Autor)
• Formato: Libro
• Publicado: BMC, 2022-05-01T00:00:00Z.
• Materias: article
• Acceso en línea: Connect to this object online.

Abstract Background Extensive research on infant mortality (IM) exists in developing countries; however, most of the methods applied thus far relied on conventional regression analyses with limited prediction capability. Advanced of Machine Learning (AML) methods provide accurate prediction of IM; h...