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What is the main advantage of hierarchical clustering?
What is the main advantage of hierarchical clustering?
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Practice Questions
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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
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Hierarchical clustering creates a dendrogram, which provides a visual representation of the data's clustering structure.
Questions & Step-by-step Solutions
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Q
Q: What is the main advantage of hierarchical clustering?
Solution:
Hierarchical clustering creates a dendrogram, which provides a visual representation of the data's clustering structure.
Steps: 4
Show Steps
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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