[rmellow]

A simple metric for that is the Silhouette

https://en.m.wikipedia.org/wiki/Silhouette_(clustering)

Another elegant method is the Calinsky-Harabasz Index

https://en.m.wikipedia.org/wiki/Calinski%E2%80%93Harabasz_in...