Principal Component Analysis Problem

@shubham.jain wrote:

Hello.
Suppose if I run PCA with k=n, so that the dimension of the data is not reduced at all. After that if we reconstruct the X matrix, will Xapprox = X ?

Thanks
Shubham

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