To inform this the study, supervised ML algorithms were developed to compare the importance www.dayssports.us dayssports days sports Website days sports us of 30 demand- and supply-side elements of 19 RMNCH-N indicators that are related to the utilization of services health care quality and health/nutrition outcomes. Artificial Intelligence’s subset ML is able to mimic human learning processes and can efficiently and effectively examine historical data as well as complex relationships for prediction and making. This method made it possible to compare large set of data from health facility surveys as well as health and demographic surveys throughout 10 years.