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PCA Another method is to use a dimension reduction algorithm such as Principle Component Analysis (PCA). We will go for PCA and analyze the same going forward: Principal Component Analysis(PCA): Basically PCA is a dimension reduction methodology that aims to reduce a large set of (often correlated)