Cluster Evaluation Challenges

Evaluating the effectiveness of clusters remains a complex challenge, often relying on personal intuition to determine if they "look right." While there are metrics available that analyze distances within and between clusters, achieving the ideal tightness and separation is frequently elusive in practice.