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?
Practice Questions
1 question
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
The method that defines the distance between two clusters as the maximum distance between points in the clusters is called complete linkage.
Questions & Step-by-step Solutions
1 item
Q
Q: 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?
Solution: The method that defines the distance between two clusters as the maximum distance between points in the clusters is called complete linkage.
Steps: 4
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.
