mean absolute error

Let $n$ be the total number of observations, $i\in {\mathbb{N}}_{[1,n]}$ an index and $y_i$ be the $i-$th observation. The mean squared error is given by $\text{MEA}=\frac{1}{n}{\sum }_{i=1}^n|y_i-{\hat{y}}_i|.$