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Which of the following is a method to visualize clustering results?

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Question: Which of the following is a method to visualize clustering results?

Options:

  1. Confusion matrix
  2. ROC curve
  3. Dendrogram
  4. Precision-recall curve

Correct Answer: Dendrogram

Solution:

A dendrogram is a tree-like diagram that shows the arrangement of the clusters formed in hierarchical clustering.

Which of the following is a method to visualize clustering results?

Practice Questions

Q1
Which of the following is a method to visualize clustering results?
  1. Confusion matrix
  2. ROC curve
  3. Dendrogram
  4. Precision-recall curve

Questions & Step-by-Step Solutions

Which of the following is a method to visualize clustering results?
  • Step 1: Understand what clustering is. Clustering is a method of grouping similar items together.
  • Step 2: Learn about hierarchical clustering. This is a type of clustering that builds a hierarchy of clusters.
  • Step 3: Know what a dendrogram is. A dendrogram is a visual representation of the clusters formed in hierarchical clustering.
  • Step 4: Recognize that a dendrogram looks like a tree. It shows how clusters are related to each other.
  • Step 5: Conclude that a dendrogram is a method to visualize the results of clustering.
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