Evaluation techniques of machine learning in task of reprovation prediction of technical high school students

One of the most discussed schedule in Brazil is Education, and with it comes a lot of problems to solve. This project use of artificial intelligence, but precisely in the area of Machine Learning, to enable a solution, in relation to student monitoring. The research has done with students of technical high school education at the Federal Institute of Gois — Brazil, to find a method which would be possible to predict students performance. In the long of way, several algorithms were tested, analysed and the results validated. This paper shows the methodology, discussions and result of this study.