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Additionally, one of a kind attributes from the response profile of the exam drug, which did not exist from the training set of drugs, will not be captured during the design. In distinction, dimensionality reduction approaches, such as multidimensional scaling, take into account discrepancies amongst all prescription drugs and make a small-dimensio