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What is the main advantage of hierarchical clustering?

Practice Questions

Q1

What is the main advantage of hierarchical clustering?

It requires a predefined number of clusters
It can produce a dendrogram for visualizing clusters
It is faster than K-Means
It is less sensitive to noise

Questions & Step-by-Step Solutions

What is the main advantage of hierarchical clustering?

Step 1: Understand that hierarchical clustering is a method used to group similar items together.
Step 2: Learn that it organizes these groups in a tree-like structure called a dendrogram.
Step 3: Recognize that the dendrogram visually shows how clusters are formed and how they relate to each other.
Step 4: Realize that this visual representation helps in understanding the data's structure and making decisions about the number of clusters.

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