Which of the following statements is/are correct regarding entropy as a…

BEL Probationary Engineer · 2023 · Computer Science · TechnicalModified — slightly modified from the official paper; see the solution

Which of the following statements is/are correct regarding entropy as a measure of uncertainty in data?

I. Low entropy indicates that the data labels are relatively homogeneous.

II. High entropy indicates that the data labels are more mixed or uncertain.

  1. A.

    Both I and II

  2. B.

    Only II

  3. C.

    Neither I nor II

  4. D.

    Only I

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