Used to find the optimal number of clusters byb callculating Within Cluster Sum of Squares (WCSS)
- Looks at the distance between each point and the centroid of its cluster, and it squares the distance, until the output is zero
- The fewer the clusters the larger the WCSS / distance between points at its centroid
Selecting number of clusters:
Sample using method to determine clusters:
