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What is the purpose of 2D PCA?

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What is the purpose of 2D PCA?

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A. 2D PCA gives a sense as to how many natural groupings exist in the data space. PCA can be done before the cluster analysis to capture the cluster structure (e.g., to know a good value of K in K-means clustering).

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