Mean Absolute Error

machine-learning

Definition

Mean Absolute Error

$$\text{MAE}(y_1,y_2,\dots ,y_N,{\hat{y}}_1,{\hat{y}}_2,\dots ,{\hat{y}}_N):=\frac{1}{N}\sum _{i=1}^N|y_i-{\hat{y}}_i|$$