POSSE-kNN: Pathwise Out-of-Bag Selected Subspace Ensembles for Binary Classification

Zardad Khan, Amjad Ali, Najd Adeed +1

Nearest neighbour classification is attractive for tabular data, but its performance can deteriorate when a fixed query centred neighbourhood does not follow the local class geomet…