The root mean square deviation (RMSD) or root mean square error (RMSE) is either one of two closely related and frequently used measures of the differences between true or predicted values on the one hand and observed values or an estimator on the other. The RMSD of a sample is the quadratic mean of the differences between the observed values and predicted ones. These deviations are called residua