What is the purpose of the Elbow Method in KMeans clustering?

The Elbow Method helps determine the optimal number of clusters k by plotting the within-cluster sum of squares (WCSS) against different values of k. The “elbow” point, where the rate of decrease slows down, is typically considered the optimal number of clusters.