Expected MAE

The Expected MAE (Mean Absolute Error) is the evaluation of the error made when using the predictive model to estimate the future values of the target, over the horizon.

The MAE is the mean of the absolute differences between actual and forecasted values, expressed in the unit of the actual values.

The lower the MAE the better the model. An Expected MAE of zero indicates a perfect predictive model.