Machine learning prediction of nutritional status among pregnant women in bangladesh: evidence from bangladesh demographic and health survey 2017–18

HIGHLIGHTS

• What: The aim of this study was to use various well-known machine_learning algorithms to predict the nutritional status of pregnant women in Bangladesh and to identify the critical features of the best model with more accurate prediction. The study primarily focused on assessing the nutritional status of pregnant women by utilizing the body mass index (BMI) as a measure. Ethical approval BDHS 2017-2018 provided the publicly available secondary data for this study, which was conducted with ethical approval from the Institutional Review Boards of ICF Macro in Calverton, MD, USA, and Bangladesh Medical Research Council . . .
  

   

  

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