After removing a given number of molecules and before the MD selection procedure, a preliminary reduction of the MD set is done. The MD that were constant for all molecules or that coincided with other MD up to a linear dependence were removed. The resulting MD set (before the selection procedure) contained 110 -120 MD (the exact number depends on the exact data set and changes with random removing of molecules).