Question: why mse is better than mae?
Answer: Therefore, MAE is more robust to outliers since it does not make use of square. On the other hand, MSE is more useful if we are concerned about large errors whose consequences are much bigger than equivalent smaller ones. Both mean squared error (MSE) and mean absolute error (MAE) are used in predictive modeling.