This paper offers a brand new methodology according to device Mastering tactics in diagnostics of psychosocial assessments to determine the chance stage in academics of public colleges in Colombia. A comparative study of three crucial types of device Finding out for prediction was finished: artificial neural networks, conclusion trees and naive bay