  This paper proposes a model validation method that incorporates error due to
numerical procedures. Two identified models for Sine Map and Duffing-Ueda
Circuit systems have been investigated. The indexes RMSE and MAPE have been
applied. We have shown that after some few iterates, it is possible to notice
some significative difference between index provided in the literature. This
difference has been computed in around 34%.
