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Which of the following is NOT a method of linkage in hierarchical clustering?

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Question: Which of the following is NOT a method of linkage in hierarchical clustering?

Options:

  1. Single linkage
  2. Complete linkage
  3. Average linkage
  4. Random linkage

Correct Answer: Random linkage

Solution: 

Random linkage is not a recognized method of linkage in hierarchical clustering; the common methods include single, complete, and average linkage.

Which of the following is NOT a method of linkage in hierarchical clustering?

Practice Questions

Q1
Which of the following is NOT a method of linkage in hierarchical clustering?
  1. Single linkage
  2. Complete linkage
  3. Average linkage
  4. Random linkage

Questions & Step-by-Step Solutions

Which of the following is NOT a method of linkage in hierarchical clustering?
Correct Answer: Random linkage
  • Step 1: Understand what hierarchical clustering is. It is a method of grouping data points into a hierarchy or tree structure based on their similarities.
  • Step 2: Learn about linkage methods in hierarchical clustering. These methods determine how the distance between clusters is calculated.
  • Step 3: Identify common linkage methods. The common methods are: single linkage, complete linkage, and average linkage.
  • Step 4: Recognize that 'random linkage' is not a standard method used in hierarchical clustering.
  • Step 5: Conclude that the answer to the question is 'random linkage' because it is not a recognized method.
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