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stat.ME2020
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…
stat.ME2015★ 9 cited
Multi-scale Classification using Localized Spatial Depth
Subhajit Dutta, Anil K. Ghosh
In this article, we develop and investigate a new classifier based on features extracted using spatial depth. Our construction is based on fitting a generalized additive model to t…