Thus, we can draw the following conclusion. The stepwise algorithm for selecting MD for linear regression is not reproducible when small changes in the data set are made, and no "physicochemical" conclusions can be drawn from the set of once selected MD. Unfortunately, a number of previous works made such conclusions.