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A databases was used with 5340 epidemiological data, corresponding to psychosocial evaluations of instructors from public schools from the metropolitan area of a Colombian metropolis. The best predictive performance was acquired While using the model of artificial neural networks by having an precision ninety three%.Classification process for that