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This paper presents a different methodology based on equipment learning tactics in diagnostics of psychosocial assessments to establish the chance level in academics of public schools in Colombia. A comparative research of 3 critical versions of device Studying for prediction was completed: artificial neural networks, choice trees and naive bayes,