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Dimensionality reduction is actually a process of reducing the amount of random variables under consideration by obtaining a set of principal variables.[fifty eight] To paraphrase, it is a technique of cutting down the dimension with the feature set, also called the "range of functions".Evaluated with regard to identified awareness, an uninformed (