Interpreting MAE involves understanding the context of the specific epidemiological study. A lower MAE indicates a model with higher predictive accuracy. However, what constitutes an acceptable MAE value can vary depending on the disease, population, and specific application. For instance, in forecasting infectious disease outbreaks, even a small MAE can be significant, while in chronic disease modeling, slightly higher MAE values might be acceptable.
