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Machine Learning Techniques Quiz 2: 24 March 2024 (January 2024 term)

Question 1

+3 marksNumerical answer

Based on the above data, answer the given subquestions.

Question 2

+2 marksNumerical answer

Based on the above data, answer the given subquestions.

Question 3

+3 marksOne correct option

Consider a regression problem where you are tasked with predicting the sale prices of houses based on their square footage. You decide to experiment with two different models:

The training dataset consists of information on 200 houses, and you use the models to make predictions on a test dataset of 50 houses. The Mean Squared Error (MSE) is chosen as the evaluation metric.
Based on the above data, answer the given subquestions.

Considering the specific context of predicting house prices based on square footage, which model is more likely to provide accurate predictions on the training dataset?

  1. A

    Model P

  2. B

    Model Q

  3. C

    Both models are equally likely to provide accurate predictions

  4. D

    It depends on the distribution of house prices in the dataset

12 more questions in this paper

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More on the MLT Quiz 2 24 Mar 2024 paper

The IIT Madras BS Machine Learning Techniques (MLT) Quiz 2 paper sat on 24 Mar 2024, in the January 2024 term: 15 questions for 50 marks in 120 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 Quiz 2 24 Mar 2024 at a glance
TermJanuary 2024 term
SubjectMachine Learning Techniques
Course codeBSCS2007
Questions15
Marks50
Duration120 min
Numerical7
MCQ5
MSQ3
Official paperIIT M DIPLOMA AN EXAM QDD2 24 Mar 2024
Negative markingNo negative marking.
Updated

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