On a Generalization of the Average Distance Classifier

Sarbojit Roy, Soham Sarkar, Subhajit Dutta

In high dimension, low sample size (HDLSS)settings, the simple average distance classifier based on the Euclidean distance performs poorly if differences between the locations get…