Machine Learning, Data Science, Clustering, Unsupervised Learning, Analytics.
“K” on X-axis. In the picture below you would notice that as we add more clusters after 3 it doesn't give much better modeling on the data. The first cluster adds much information, but at some point, the marginal gain will start dropping. Elbow Method Hierarchical Clustering Unlike K-mean