Hierarchical sub-clustering · k = 3

Inside the Forwards: Tactical Sub-Clusters

A second K-Means pass over the 152 players in the “Clinical Finishers” macro-cluster, using 17 finishing, aerial and link-up features. Where the top-level model says “this is a forward”, this one says what kind — and the three archetypes separate on box presence, aerial duels and how deep the player drops.

Scroll to zoom · drag to pan
Inside the Forwards: Tactical Sub-Clusters — 2D PCA projection