Week 15 interactive
Clustering Playground
Change k, feature scaling, and outliers to see why a cluster is a result of representation and assumptions—not a discovered species.
Change the scale or add one unusual point. The algorithm did not discover an objective set of types; the grouping changed because the representation and assumptions changed.