Remove 2017 Remove Clean Data Remove K-nearest Neighbors
article thumbnail

Identifying defense coverage schemes in NFL’s Next Gen Stats

AWS Machine Learning Blog

We design a K-Nearest Neighbors (KNN) classifier to automatically identify these plays and send them for expert review. Advances in neural information processing systems 30 (2017). Some plays are mixed into other coverage types, as shown in the following figure (right). Gomez, Łukasz Kaiser, and Illia Polosukhin.

ML 91