In our problem, we have used the values of the
matrix [0, 1; 4, 0] as the cost matrix, due to previous tests with
different values of costs in which this matrix obtained the best
results. This matrix indicates that performing the classification
takes into consideration that it is four times more important
to correctly classify Fail students than Pass students.