\(NRMSD=\sqrt{\frac{1}{mn}\sum_{i=1}^{m}{\sum_{j=1}^{n}\left(\frac{y_{j,i}\left(\theta\right)-{\hat{y}}_{j,i}}{\sigma_{j}}\right)^{2}}}\) (1)