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Machine Learning Practice · End Term · 31 Aug 2025 · May 2025 term · Set 2

Question 15: A medical diagnosis model is used to detect a rare disea…

Question 15

+2 marksOne or more correct options

A medical diagnosis model is used to detect a rare disease that occurs in 0.5% of the population. A model is trained on this data, which of the following evaluation metrics are suitable for measuring effectiveness of this model:

Select all that apply.

  1. A

    accuracy

  2. B

    precision

  3. C

    recall

  4. D

    F-1 score

Show answer

Correct answers

  • B

    precision

  • C

    recall

  • D

    F-1 score

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Question 15 of 30 in the IIT Madras BS Machine Learning Practice (MLP) End Term paper sat on 31 Aug 2025, in the May 2025 term (IIT M IMPROVEMENT AN EXAM QIC4 31 Aug). It carries 2 marks.

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