This paper provides a fresh methodology depending on equipment learning techniques in diagnostics of psychosocial assessments to determine the danger level in academics of general public schools in Colombia. A comparative research of 3 important styles of equipment Studying for prediction was completed: synthetic neural networks, final decision tre