A database was utilized with 5340 epidemiological data, equivalent to psychosocial evaluations of instructors from general public educational facilities during the metropolitan spot of the Colombian metropolis. The most effective predictive performance was obtained While using the model of artificial neural networks with an accuracy 93%.se pretende