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

• Hauptverfasser: Emmanuel Mfateneza (Verfasst von), Pierre Claver Rutayisire (Verfasst von), Emmanuel Biracyaza (Verfasst von), Sanctus Musafiri (Verfasst von), Willy Gasafari Mpabuka (Verfasst von)
• Format: Buch
• Veröffentlicht: BMC, 2022-05-01T00:00:00Z.
• Schlagworte: article
• Online-Zugang: 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...