What is rmse in mse for linear regression models? The mean squared error (MSE) measures how off the actual values are from the predicted ones rmse in mse for linear regression when taking an average across the whole dataset. The error rate calculated by taking the square root of the MSE is known as the Root Mean Squared Error (RMSE). What is the distinction between RMSE and MSE?...