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20222026
most citedA k nearest neighbours classifiers ensemble based on extended neighbourhood rule and features subsets

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stat.ML2022

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…