Question 1
Which of the following metrics is the ERM primarily designed to maximize by design?
Accuracy
F1 score
Precision
Log loss
Which of the following metrics is the ERM primarily designed to maximize by design?
Accuracy
F1 score
Precision
Log loss
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The IIT Madras BS Algorithms for Data Science (Algorithms for Data Science) End Term paper sat on 21 Dec 2025, in the September 2025 term: 19 questions for 40 marks in 180 minutes. The first 3 questions are below. Sign in with Google — it is free — to see the whole paper with its answers and explanations, in learning mode or as a timed mock test.
| Feature | Algorithms for Data Science End Term 21 Dec 2025 at a glance |
|---|---|
| Term | September 2025 term |
| Subject | Algorithms for Data Science |
| Course code | BSDA5003 |
| Questions | 19 |
| Marks | 40 |
| Duration | 180 min |
| MCQ | 3 |
| MSQ | 4 |
| Numerical | 12 |
| Official paper | Algorithms For Data Science 21 Dec 25 |
| Negative marking | No negative marking. |
| Updated |