Random k conditional nearest neighbor for high-dimensional data

The k nearest neighbor (kNN) approach is a simple and effective algorithm for classification and a number of variants have been proposed based on the kNN algorithm. One of the limitations of kNN is that the method may be less effective when data contains many noisy features due to their non-informat...

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Bibliographic Details
Main Authors: Jiaxuan Lu, Hyukjun Gweon
Format: Article
Language:English
Published: PeerJ Inc. 2025-01-01
Series:PeerJ Computer Science
Subjects:
Online Access:https://peerj.com/articles/cs-2497.pdf
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