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Which of the following is an example of a regression task?

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Question: Which of the following is an example of a regression task?

Options:

  1. Classifying images of animals
  2. Predicting the temperature for tomorrow
  3. Segmenting customers based on behavior
  4. Identifying fraudulent transactions

Correct Answer: Predicting the temperature for tomorrow

Solution: 

Predicting the temperature for tomorrow is a regression task as it involves predicting a continuous value.

Which of the following is an example of a regression task?

Practice Questions

Q1
Which of the following is an example of a regression task?
  1. Classifying images of animals
  2. Predicting the temperature for tomorrow
  3. Segmenting customers based on behavior
  4. Identifying fraudulent transactions

Questions & Step-by-Step Solutions

Which of the following is an example of a regression task?
  • Step 1: Understand what a regression task is. A regression task involves predicting a continuous value, like a number.
  • Step 2: Identify the example given in the question, which is 'Predicting the temperature for tomorrow.'
  • Step 3: Recognize that temperature is a continuous value because it can be any number (like 20.5 degrees).
  • Step 4: Conclude that since we are predicting a continuous value (temperature), this is indeed a regression task.
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