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Which of the following is NOT a common application of clustering methods?

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Question: Which of the following is NOT a common application of clustering methods?

Options:

  1. Market segmentation
  2. Image compression
  3. Spam detection
  4. Predictive modeling

Correct Answer: Predictive modeling

Solution: 

Predictive modeling is not a common application of clustering methods, as it typically involves supervised learning rather than unsupervised clustering.

Which of the following is NOT a common application of clustering methods?

Practice Questions

Q1
Which of the following is NOT a common application of clustering methods?
  1. Market segmentation
  2. Image compression
  3. Spam detection
  4. Predictive modeling

Questions & Step-by-Step Solutions

Which of the following is NOT a common application of clustering methods?
  • Step 1: Understand what clustering methods are. Clustering methods group similar items together based on their features.
  • Step 2: Identify common applications of clustering. Common applications include customer segmentation, image recognition, and market research.
  • Step 3: Recognize what predictive modeling is. Predictive modeling uses known data to predict future outcomes, often using supervised learning techniques.
  • Step 4: Compare clustering methods with predictive modeling. Clustering is unsupervised, meaning it doesn't use labeled data, while predictive modeling is supervised and uses labeled data.
  • Step 5: Conclude that predictive modeling is not a common application of clustering methods because they serve different purposes.
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