Also, exceptional attributes inside the response profile of the check drug, which did not exist while in the training set of drugs, won't be captured while in the design. In contrast, dimensionality reduction methods, for example multidimensional scaling, contemplate variances among all medications and make a very low-dimensional House that optimal