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This paper provides a fresh methodology based on equipment Discovering methods in diagnostics of psychosocial assessments to establish the risk stage in lecturers of general public universities in Colombia. A comparative research of 3 critical models of machine Understanding for prediction was finished: synthetic neural networks, final decision tre