On Generalizations of Some Distance Based Classifiers for HDLSS Data

Sarbojit Roy, Soham Sarkar, Subhajit Dutta +1

In high dimension, low sample size (HDLSS) settings, classifiers based on Euclidean distances like the nearest neighbor classifier and the average distance classifier perform quite…