Also the Wilcoxon
signed-rank test is very useful to determine which models are
not significantly different, and support a statistical selection
of nbest. This test allowed us to discard models that were
apparently best and select simpler models with the same
performance. No previous literature report applying this test
for selecting ANN models was found, so the method presented
here is considered as a suitable one in selecting the best ANN
model in other applications