classification

Locally adaptive k-nearest neighbour classification

Thomas B. Berrett / 2021-01-31

Binary classification is one of the cornerstones of modern data science, but, until recently, our understanding of classical methods such as the k-nn algorithm was limited to settings where feature vectors were compactly supported. Based on a new analysis of this classifier, we propose a variant…