Identifying defense coverage schemes in NFL’s Next Gen Stats
AWS Machine Learning Blog
FEBRUARY 10, 2023
We design a K-Nearest Neighbors (KNN) classifier to automatically identify these plays and send them for expert review. As an example, in the following figure, we separate Cover 3 Zone (green cluster on the left) and Cover 1 Man (blue cluster in the middle). Gomez, Łukasz Kaiser, and Illia Polosukhin. Jay Alammar.
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