This paper presents a fresh methodology based on device learning techniques in diagnostics of psychosocial assessments to determine the risk stage in teachers of community faculties in Colombia. A comparative analyze of three significant designs of equipment Studying for prediction was finished: artificial neural networks, final decision trees and