Regression Analysis, R Squared, Pseudo R Squared, Adjusted R Squared, Deviance.
error (Image by Author) In the above plot, the residual error is clearly less than the prediction error of the Mean Model. Such improvement is not guaranteed. In a sub-optimal or badly constructed Linear Model, the residual error could be more than the prediction error of the Mean Model. If you