Principal Component and SVD approach












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Can we say PCA (principal component analysis) is the decomposite linear dependent component of matrix U and VT.



So the middle term is so-called feature extraction of the original dataset which is learning independently?



How to choose PC1 and PC2?
thanks










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    0












    $begingroup$


    Can we say PCA (principal component analysis) is the decomposite linear dependent component of matrix U and VT.



    So the middle term is so-called feature extraction of the original dataset which is learning independently?



    How to choose PC1 and PC2?
    thanks










    share|cite|improve this question











    $endgroup$















      0












      0








      0





      $begingroup$


      Can we say PCA (principal component analysis) is the decomposite linear dependent component of matrix U and VT.



      So the middle term is so-called feature extraction of the original dataset which is learning independently?



      How to choose PC1 and PC2?
      thanks










      share|cite|improve this question











      $endgroup$




      Can we say PCA (principal component analysis) is the decomposite linear dependent component of matrix U and VT.



      So the middle term is so-called feature extraction of the original dataset which is learning independently?



      How to choose PC1 and PC2?
      thanks







      linear-algebra linear-programming






      share|cite|improve this question















      share|cite|improve this question













      share|cite|improve this question




      share|cite|improve this question








      edited Jan 12 at 9:28









      Bernard

      121k740116




      121k740116










      asked Jan 12 at 9:23









      NewPyNewPy

      11




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