Data Science, Machine Learning, Programming, Data Analysis, K Means Clustering.
where the drop in SSE on further increment is marginal — Y axis=sum of SSE across clusters. X axis=k. This is also known as scree plot or elbow curve. Original image We see that the drop in SSE after k=5 is marginal. Therefore, we may choose 5 clusters. Are our clusters large enough? Let’s check —