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      Question

      Which technique is used to reduce dimensionality while

      preserving variance?
      A Regression Correct Answer Incorrect Answer
      B Clustering Correct Answer Incorrect Answer
      C PCA Correct Answer Incorrect Answer
      D Naive Bayes Correct Answer Incorrect Answer
      E SVM Correct Answer Incorrect Answer

      Solution

      Principal Component Analysis reduces dimensionality by transforming the data into components that retain the most variance.

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