Which of the following statements is false?

a. RMSE and MAE often agree on which regression model is the most accurate.

b. RMSE and MAE both indicate when the predicted values are consistently larger than the actual values.

c. RMSE will penalize a prediction method for a large prediction error more than MAE.

d. RMSE and MAE both measure error in the units of the outcome variable.