The variance of each Principal Component corresponds to the _______ of the covariance matrix.

  • determinant
  • diagonal elements
  • eigenvalues
  • trace
The variance of each Principal Component corresponds to the eigenvalues of the covariance matrix. A larger eigenvalue corresponds to a larger amount of variance explained by that Principal Component.
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