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cs.LG2025
Nearest Neighbour Equilibrium Clustering
David P. Hofmeyr
A novel and intuitive nearest neighbours based clustering algorithm is introduced, in which a cluster is defined in terms of an equilibrium condition which balances its size and co…
cs.LG2025
Bags of Projected Nearest Neighbours: Competitors to Random Forests?
David P. Hofmeyr
In this paper we introduce a simple and intuitive adaptive k nearest neighbours classifier, and explore its utility within the context of bootstrap aggregating ("bagging"). The app…