M4 · Finding Groups Nobody Labeled
The Curse of Dimensionality
Explain why columns that mean nothing bury real groups, and what people do before they cluster.
A hundred and fifty rows in three clear groups, described by two real columns. Now add columns of pure noise. The groups never move, yet past thirty columns k-means stops finding them.