On the underestimation of model uncertainty by Bayesian K-nearest neighbors

Wanhua Su, Hugh Chipman, Mu Zhu

When using the K-nearest neighbors method, one often ignores uncertainty in the choice of K. To account for such uncertainty, Holmes and Adams (2002) proposed a Bayesian framework…