Additionally, special features while in the reaction profile of the exam drug, which did not exist from the coaching list of medicines, won't be captured during the design. In distinction, dimensionality reduction methods, such as multidimensional scaling, take into account discrepancies involving all medicines and create a lower-dimensional space