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Machine Learning Foundations · End Term · 13 Apr 2025 · January 2025 term · Set QDD3

Question 3: Which of the following statements about singular value de…

Question 3

+3 marksOne or more correct options

Which of the following statements about singular value decomposition (SVD) is/are true?

Select all that apply.

  1. A

    Singular value decomposition is possible only for a square matrix.

  2. B

    Singular value decomposition is possible only for a symmetric matrix.

  3. C

    The singular values of a matrix are always non-negative.

  4. D

    The singular values of matrices A and A^(T) are the same.

Show answer

Correct answers

  • C

    The singular values of a matrix are always non-negative.

  • D

    The singular values of matrices A and A^(T) are the same.

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Question 3 of 14 in the IIT Madras BS Machine Learning Foundations (MLF) End Term paper sat on 13 Apr 2025, in the January 2025 term (IIT M DIPLOMA AN EXAM QDD3 13 Apr 2025). It carries 3 marks.

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