Quiz Space

MLT End Term: 31 August 2025, Set QDB3 (May 2025 term)

Question 1

+3 marksOne correct option

Consider the following dataset:

D={([−21],+1),([−11],+1),([−1−1],−1),([21],−1)}.D = \left\{\left(\begin{bmatrix} -2 \\ 1 \end{bmatrix}, +1\right), \left(\begin{bmatrix} -1 \\ 1 \end{bmatrix}, +1\right), \left(\begin{bmatrix} -1 \\ -1 \end{bmatrix}, -1\right), \left(\begin{bmatrix} 2 \\ 1 \end{bmatrix}, -1\right)\right\}.

The perceptron algorithm is applied on this data set with the weight vector initialized to [00]T\begin{bmatrix} 0 & 0 \end{bmatrix}^T. Will the algorithm converge after the second round of update of the weight vector? While looking for mistakes, cycle through the data points form left to right.

  1. A

    Yes

  2. B

    No

Question 2

+3 marksOne correct option
  1. A
  2. B
  3. C
  4. D

Question 3

+2 marksOne correct option
  1. A
  2. B
  3. C
  4. D

14 more questions in this paper

Sign in with Google — it is free — to see every question with its answer and explanation, practise it in learning mode, or take it as a timed mock test.

More on the MLT End Term 31 Aug 2025 Set QDB3 paper

The IIT Madras BS Machine Learning Techniques (MLT) End Term paper sat on 31 Aug 2025, in the May 2025 term, set QDB3: 17 questions for 50 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.

FeatureMLT End Term 31 Aug 2025 Set QDB3 at a glance
TermMay 2025 term
SubjectMachine Learning Techniques
Course codeBSCS2007
Questions17
Marks50
Duration180 min
MCQ7
MSQ4
Numerical6
Official paperIIT M DIPLOMA FN EXAM QDD1 31 Aug 2025
Negative markingNo negative marking.
Updated

Other sets that day

Same End Term, other subjects

More MLT