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This paper provides a completely new methodology dependant on device Discovering methods in diagnostics of psychosocial assessments to detect the chance level in academics of public schools in Colombia. A comparative review of 3 important versions of device Understanding for prediction was finished: synthetic neural networks, selection trees and na