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Algorithms for Data Science, End Term

September 2025 term, 21 Dec 2025, Set 1

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Question 1

+2−0Single correct

Which of the following metrics is the ERM primarily designed to maximize by design?

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A.
Accuracy
B.
F1 score
C.
Precision
D.
Log loss

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Which of the following metrics is the ERM primarily designed to maximize by design? Question text from the original paper, with its maths as pictures Question text from the original paper, with its maths as pictures