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In hierarchical clustering, what does the term 'dendrogram' refer to?
In hierarchical clustering, what does the term 'dendrogram' refer to?
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In hierarchical clustering, what does the term 'dendrogram' refer to?
A type of data point
A tree-like diagram that shows the arrangement of clusters
A method of calculating distances
A clustering algorithm
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A dendrogram is a tree-like diagram that illustrates the arrangement of clusters formed during hierarchical clustering.
Questions & Step-by-step Solutions
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Q: In hierarchical clustering, what does the term 'dendrogram' refer to?
Solution:
A dendrogram is a tree-like diagram that illustrates the arrangement of clusters formed during hierarchical clustering.
Steps: 6
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Step 1: Understand that hierarchical clustering is a method used to group similar items together.
Step 2: Know that during this process, clusters are formed based on how similar the items are.
Step 3: A dendrogram is a visual representation of these clusters.
Step 4: Imagine a tree where each branch represents a cluster of items.
Step 5: The height of the branches in the dendrogram shows how similar or different the clusters are.
Step 6: The dendrogram helps us see the relationships between different clusters easily.
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