Upper bounds are derived for the finite-sample risk Rm for distributions having unbounded support, for which we found upper bounds on the expected nearest neighbor distance. We look at real-valued observations and remarks on the multidimensional case. The upper bounds of some distributions are set as typical.
M. Rizk, M.
"Some Contributions to the Risk of the Nearest Neighbor Rulesv,"
Information Sciences Letters: Vol. 11
, PP -.
Available at: https://digitalcommons.aaru.edu.jo/isl/vol11/iss6/10