RMSE and MSE are monotonic transformations of each other, so minimizing one is equivalent to minimizing the other. You can think of linear regression as minimiz

RMSE and MSE are monotonic transformations of each other, so minimizing one is equivalent to minimizing the other. You can think of linear regression as minimizing RMSE if you like; it's just cleaner to do the math without the extra square root.