Question: Data mining question. Please use a example to describe that what kind of cases that PCA (principle component analysis) will fail. Show the reason that

Data mining question.

Please use a example to describe that what kind of cases that PCA (principle component analysis) will fail. Show the reason that why it does not work well for dimensionality reduction. How do we quantify that it fails?

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