Quiz Space

Machine Learning Techniques · End Term · 31 Aug 2025 · May 2025 term · Set QDD1

Question 15: How high should the cholesterol level be for the patient…

Question 15

+3 marksNumerical answer

Based on the above data, answer the given subquestions.

How high should the cholesterol level be for the patient mentioned in the previous question to have a 50% chance of being diagnosed with the disease?

Show answer

Correct answer: 150

Question 15 of 17 in the IIT Madras BS Machine Learning Techniques (MLT) End Term paper sat on 31 Aug 2025, in the May 2025 term (IIT M DIPLOMA FN EXAM QDD1 31 Aug 2025). It carries 3 marks.

More questions from this paper

  1. Q1Figure question
  2. Q2Figure question
  3. Q3Consider clustering 1D data with a mixture of 2 Gaussians using the EM algorithm. You are given the data points x_1 = 1…
  4. Q4Figure question
  5. Q5Which among the following is TRUE for k-NN algorithm? Select all that apply.
  6. Q6Figure question
  7. Q7Figure question
  8. Q8With respect to the Lloyd’s algorithm, choose the correct statements:
  9. Q9Consider a naive Bayes classification problem with three binary features f_1, f_2, f_3 for a binary classification prob…
  10. Q10Consider a binary classification problem with three data points, denoted by {(x_i, y_i)}, where x_i represents a one-di…
  11. Q11Suppose we are solving a binary classification task using a neural network with the following architecture: Input: x = …
  12. Q12Based on the above data, answer the given subquestions.
  13. Q13Based on the above data, answer the given subquestions.
  14. Q14What is the probability that a 60-year-old patient with a cholesterol level of 200 mg/dL has the disease? Enter the ans…
  15. Q16Which of the following is the decision boundary for the given dataset?
  16. Q17The solution to the dual problem is given by \alpha^ = \begin{bmatrix} \frac{1}{16} & \frac{1}{16} \end{bmatrix}^T. Fin…