Root Mean Squared Error

The square root of MSE, providing an error metric in the same units as the target variable for easier interpretation.

Same idea as MSE but takes the square root so the error is in the same units as the prediction. If predicting prices in dollars, RMSE gives you the error in dollars; much easier to interpret.