Technical Deep Dive, Forecasting, Data Science, Model Validation, Evaluation Metric.
close as possible to the mean of the actual values. On the other hand, when minimising MAE, the aim is to make the median of predicted values as close as possible to the median of the actual values. We will contrast forecasts on a synthetic dataset by altering the values of the point forecasts.