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Moreover, distinctive features in the reaction profile of a check drug, which didn't exist while in the training set of prescription drugs, won't be captured while in the model. In contrast, dimensionality reduction procedures, for example multidimensional scaling, contemplate variations between all drugs and create a reduced-dimensional House that