Moreover, several different indexes were used to validate the obtained models.
The indexes are well-known and widely used measures in system identification [21][22]:
the percentage representation of the estimated model;
the graphical representation for the prediction – ym1 – versus the measured output – y1(t) –;
the loss function or error function (V) and the generalization error value.t