The main challenge for health insurers is to move from reactive to proactive management of their clients, that is, prioritize prevention and implementation of actions that favor health in its physical, mental, and social dimensions, and not only that mitigate the disease. Keywords: Machine learning-data mining-Mentali Illness-prediction Statistics applied to the prediction of mental illness: A systematic review 1. Así mismo como la regresión lineal y las redes neuronales que son útiles no solo para la predicción de enfermedades mentales sino