Relative Error

Normalized and thus comparable for different $n$. $E_f(x,t):=\frac{1}{n}\Vert x-f(t)\Vert$

Measures the vertical distance between data points. If both $x$ and $t$ contain errors, use Euclidean Distance instead.

For Time Series Data a Dynamic Time Warping algorithm might be important.