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This paper provides a whole new methodology determined by machine Finding out methods in diagnostics of psychosocial assessments to establish the chance degree in instructors of public faculties in Colombia. A comparative study of 3 crucial models of device Studying for prediction was done: synthetic neural networks, determination trees and naive b