Quiz Space

Machine Learning Foundations · Quiz 1 · 25 Feb 2024 · January 2024 term

MLF Quiz 1 25 Feb 2024 — Question 7

Question 7

+3 marksOne or more correct options

Which of the following is/are supervised learning task(s)?

Select all that apply.

  1. A

    Predicting future sales of a product based on the past sales data.

  2. B

    Reducing the dimensionality of images while retaining essential features, enabling efficient storage and transmission.

  3. C

    Recognizing and interpreting handwritten characters or words, often used in digit recognition or reading handwritten text.

  4. D

    Categorizing text documents into predefined classes, such as spam or non- spam emails.

Show answer

Correct answers

  • A

    Predicting future sales of a product based on the past sales data.

  • C

    Recognizing and interpreting handwritten characters or words, often used in digit recognition or reading handwritten text.

  • D

    Categorizing text documents into predefined classes, such as spam or non- spam emails.

Question 7 of 11 in the IIT Madras BS Machine Learning Foundations (MLF) Quiz 1 paper sat on 25 Feb 2024, in the January 2024 term (IIT M DIPLOMA AN2 EXAM QDD2 25 Feb 2024). It carries 3 marks.

More questions from this paper

  1. Q1Find the row space of matrix A.
  2. Q2Find the column space of matrix A.
  3. Q3Figure question
  4. Q4Figure question
  5. Q5Find the best fit line for the dataset given below using least squares method.
  6. Q6Figure question
  7. Q8Figure question
  8. Q9Let A and B be symmetric matrices such that AB = BA. Then which of the following options is/are true?
  9. Q10Figure question
  10. Q11Consider an encoder-decoder pair used for dimensionality reduction, where the encoder function is denoted as f(x_1, x_2…