The ________ component in PCA explains the highest amount of variance within the data.

  • first
  • last
  • median
  • random
The "first" principal component in PCA explains the highest amount of variance within the data. It is aligned with the direction of the maximum spread of the data and forms the most substantial part of the dataset's structure.
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