If the distance between two clusters in hierarchical clustering is defined as th
Practice Questions
Q1
If the distance between two clusters in hierarchical clustering is defined as the maximum distance between points in the clusters, what linkage method is being used?
Single linkage
Complete linkage
Average linkage
Centroid linkage
Questions & Step-by-Step Solutions
If the distance between two clusters in hierarchical clustering is defined as the maximum distance between points in the clusters, what linkage method is being used?
Correct Answer: Complete Linkage
Step 1: Understand that hierarchical clustering is a method of grouping data points into clusters based on their distances.
Step 2: Know that there are different ways to define the distance between two clusters.
Step 3: Identify that one way to define this distance is by looking at the maximum distance between any two points, one from each cluster.
Step 4: Recognize that this specific method of measuring distance is called complete linkage.
Hierarchical Clustering – A method of cluster analysis that seeks to build a hierarchy of clusters.
Linkage Methods – Different ways to define the distance between clusters in hierarchical clustering, including complete, single, and average linkage.
Complete Linkage – A linkage method that defines the distance between two clusters as the maximum distance between points in the clusters.
