Question:
Which of the following statements about Principal Component Analysis (PCA) is/are CORRECT?
Which of the following statements about Principal Component Analysis (PCA) is/are CORRECT?
Updated On: Jul 12, 2024
- A two-dimensional data set can have up to four principal components.
- The first principal component accounts for the majority of conceivable data variation.
- The second principal component attempts to encapsulate the mode of the data.
- The second principal component attempts to encapsulate the mode of the data.
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The Correct Option is B, D
Solution and Explanation
The correct answer is (B) and (D) : A two-dimensional data set can have up to four principal components AND The second principal component attempts to encapsulate the mode of the data.
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