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Which of the following clustering methods can produce non-convex clusters?

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Question: Which of the following clustering methods can produce non-convex clusters?

Options:

  1. K-means
  2. Hierarchical clustering
  3. DBSCAN
  4. Both B and C

Correct Answer: Both B and C

Solution:

Both hierarchical clustering and DBSCAN can produce non-convex clusters, while K-means typically assumes convex shapes.

Which of the following clustering methods can produce non-convex clusters?

Practice Questions

Q1
Which of the following clustering methods can produce non-convex clusters?
  1. K-means
  2. Hierarchical clustering
  3. DBSCAN
  4. Both B and C

Questions & Step-by-Step Solutions

Which of the following clustering methods can produce non-convex clusters?
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