Indian Institute of Technology Madras
BS Degree Programme · Examination & Study Paper
Machine Learning Techniques
Perceptron algorithm
Official Paper
Examination Instructions & Guidelines
- Solve on notebook/paper first before checking solutions.
- MCQ: Exactly 1 option is correct. Negative marking applies.
- MSQ: One or more options correct. Select all to score.
- NAT: Numerical response. No negative marking.
- Scientific calculator allowed for all calculations.
- Official answer key is sealed at the end of this sheet.
End Term · 31 Aug 2025 (FN)End Term
- Q1MSQ3 Marks·Choose all correct options
- A30
- B120
- C50
- D160
End Term · 31 Aug 2025 (AN)End Term
- Q2MCQ3 Marks·Choose one option
- AYes
- BNo
- Q3MSQ3 Marks·Choose all correct options
- A
- B
- C
- A
End Term · 13 Apr 2025 (FN)End Term
Read the passage below, then answer Q4–Q5
Based on the above data, answer the given subquestions.
Q4NAT3 Marks·Write the number
Your answer:- Q5MCQ2 Marks·Choose one option
Will the algorithm converge after this update?
- AYES
- BNO
End Term · 13 Apr 2025 (AN)End Term
- Q6MSQ4 Marks·Choose all correct options
- A
- B
- C
- D
- E
- F
- A
End Term · 22 Dec 2024 (FN)End Term
- Q7MCQ4 Marks·Choose one option
- A
- B
- C
- D
- A
End Term · 22 Dec 2024 (AN)End Term
- Q8MCQ4 Marks·Choose one option
- A
- B
- C
- D
- A