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This paper provides a completely new methodology based upon machine Mastering methods in diagnostics of psychosocial assessments to establish the risk degree in instructors of general public universities in Colombia. A comparative study of 3 significant designs of device Discovering for prediction was carried out: synthetic neural networks, selecti