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In addition, exceptional traits inside the reaction profile of the test drug, which did not exist in the training list of medicines, won't be captured within the product. In distinction, dimensionality reduction procedures, including multidimensional scaling, take into consideration variances between all drugs and create a reduced-dimensional space