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Machine Learning Foundations · End Term · 21 Dec 2025 · September 2025 term

Question 2: A real estate company wants to create a model to predict …

Question 2

+4 marksOne correct option

A real estate company wants to create a model to predict house prices based on the size of the house. They collect data from three recent sales. There are two features: size (hundreds of sq ft) and number of bedrooms. The data-matrix and the price vector (in hundreds of thousands of rupees) are:

The objective is to find the weight vector that minimizes the sum of squared errors given by the loss function:

If is the value that minimizes , then which of the following is ?

A real estate company wants to create a model to predict house prices based on the size of the house. They collect data
A real estate company wants to create a model to predict house prices based on the size of the house. They collect data
  1. A
    Figure from the original question paper
  2. B
    Figure from the original question paper
  3. C
    Figure from the original question paper
  4. D
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Correct answer

  • A
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Question 2 of 38 in the IIT Madras BS Machine Learning Foundations (MLF) End Term paper sat on 21 Dec 2025, in the September 2025 term (Machine Learning Foundations 18 Dec 25). It carries 4 marks.

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