Root mean squared error

Root mean squared error (RMSE) is the square root of the mean squared errors and is represented by the following formula:

RMSE, similar to MSE, captures the variance in predictions. However, in RMSE, since we take the square root of the squared error values, the error can be comparable to MSE, and also keeps the advantages of MSE.