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Dimensionality reduction can be a strategy of cutting down the amount of random variables into consideration by acquiring a set of principal variables.[58] In other words, This is a process of reducing the dimension in the attribute established, also called the "variety of capabilities".Each and every regression algorithm has a special suitable use