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Which of the following is a classification problem in supervised learning?

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Question: Which of the following is a classification problem in supervised learning?

Options:

  1. Predicting house prices
  2. Classifying emails as spam or not spam
  3. Forecasting sales revenue
  4. Estimating customer lifetime value

Correct Answer: Classifying emails as spam or not spam

Solution: 

Classifying emails as spam or not spam is a classification problem, as it involves categorizing data into discrete classes.

Which of the following is a classification problem in supervised learning?

Practice Questions

Q1
Which of the following is a classification problem in supervised learning?
  1. Predicting house prices
  2. Classifying emails as spam or not spam
  3. Forecasting sales revenue
  4. Estimating customer lifetime value

Questions & Step-by-Step Solutions

Which of the following is a classification problem in supervised learning?
  • Step 1: Understand what a classification problem is. It involves sorting data into categories or classes.
  • Step 2: Identify the example given: classifying emails as spam or not spam.
  • Step 3: Recognize that 'spam' and 'not spam' are two distinct categories.
  • Step 4: Conclude that since we are categorizing emails into these two classes, it is indeed a classification problem.
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