Dunn index
The Dunn index, introduced by Joseph C. Dunn in 1974, is a metric for evaluating clustering algorithms. This is part of a group of validity indices including the Davies–Bouldin index or Silhouette index, in that it is an internal evaluation scheme, where the result is based on the clustered data itself.