A Generalization of the k-Nearest Neighbor Rule

Edward A. Patrick, Frederic P. Fischer II
1969 International Joint Conference on Artificial Intelligence  
A family of supervised, nonparametric decision rules, based on tolerance regions, is described which includes the k-Nearest Neighbor decision rules when there are two classes. There are two practical reasons for doing so:
dblp:conf/ijcai/PatrickF69 fatcat:wusjge2ihvblvhs77ecpvnyxmq