Data Science, Machine Learning, Regression, Evaluation Metric, Linear Regression.
ensures an easier interpretability. For instance, if we are predicting house prices in U.S. Dollars, the Mean Absolute Error will also be expressed in U.S. Dollars. This characteristic makes it a much more straightforward metric for explaining the model’s performance to non-technical stakeholders.