This research aimed to formulate a Bayesian model based on the Naive Bayes algorithm. to predict morbidity in neonates in a case study of pregnant mothers in Metropolitan Lima. The study uses mathematical algorithms for the exploitation of information in prevention of possible health-related problems. 13 predictive nutritional variables proposed by Krauss were raised. https://www.plataformalabcc.com/product-category/wovens/