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This paper offers a whole new methodology determined by equipment Discovering techniques in diagnostics of psychosocial assessments to determine the risk stage in teachers of general public universities in Colombia. A comparative research of 3 important versions of machine learning for prediction was completed: artificial neural networks, final dec