The Mean Squared Error (MSE) is a non-negative number where values closer to zero represent a smaller error. The RMSE (Root Mean Squared Error) is the square root of the MSE. The RMSE is  easier to interpret than MSE as it represents the average deviation of the model estimates from the observed outcome.