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Which of the following is a common application of supervised learning?

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Question: Which of the following is a common application of supervised learning?

Options:

  1. Market segmentation
  2. Spam detection
  3. Anomaly detection
  4. Data compression

Correct Answer: Spam detection

Solution: 

Spam detection is a common application of supervised learning, where the model is trained to classify emails as spam or not.

Which of the following is a common application of supervised learning?

Practice Questions

Q1
Which of the following is a common application of supervised learning?
  1. Market segmentation
  2. Spam detection
  3. Anomaly detection
  4. Data compression

Questions & Step-by-Step Solutions

Which of the following is a common application of supervised learning?
  • Step 1: Understand what supervised learning is. It is a type of machine learning where a model is trained using labeled data.
  • Step 2: Identify a common application of supervised learning. One example is spam detection.
  • Step 3: In spam detection, the model learns from a dataset of emails that are labeled as 'spam' or 'not spam'.
  • Step 4: The model uses this training to classify new emails into these two categories.
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