Question
What does the first principal component seek to maximize?
Select an option. Your answer will be checked instantly.
Correct Answer: A. The variance of the data projected onto a single direction
Explanation:
PCA chooses the first direction along which centered observations vary most. This direction captures the greatest possible variance among unit-length linear projections.
Leave a Reply