An Optimal Random Projection <italic>k</italic> Nearest Neighbors Ensemble via Extended Neighborhood Rule for Binary Classification

This paper presents an ensemble method for binary classification, where each base model is based on an extended neighbourhood rule (ExNRule). The ExNRule identifies the neighbours of an unseen observation in a stepwise manner. This rule first selects the sample point closest to the experimental obse...

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Bibliographic Details

Published in:	IEEE Access
Main Authors:	Amjad Ali, Zardad Khan, Dost Muhammad Khan, Saeed Aldahmani
Format:	Article
Language:	English
Published:	IEEE 2024-01-01
Subjects:	Classification kNN extended neighborhood rule ensemble learning bootstrapping random projection
Online Access:	https://ieeexplore.ieee.org/document/10506906/