In external performance evaluation, generated clustering is evaluated using the actual labels of clusters that are not used in the clustering process. It is similar to a supervised learning evaluation process; that is, we can use the same confusion matrix here to assess performance. The following external evaluation measures are used to evaluate the quality of generated clusters.





















































