ClusterCompare: A Decision-Support Advisor for Choosing Clustering Methods

A plug-in for data-science workbenches that, whenever an analyst reaches a clustering step, assembles candidate algorithms, scores them against explicit criteria, and shows a side-by-side visual comparison so the choice is deliberate and documented.