arXiv stat.ML
· Papers
POSSE-kNN: Pathwise Out-of-Bag Selected Subspace Ensembles for Binary Classification
arXiv:2211.11278v3 Announce Type: replace Abstract: 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 geometry. This study evaluates POSSE-$k$NN, a pathwise $k$ nearest neighbour ensemble that com