Comparative performance analysis of K-nearest neighbour (KNN) algorithm and its different variants for disease prediction

Abstract Disease risk prediction is a rising challenge in the medical domain. Researchers have widely used machine learning algorithms to solve this challenge. The k-nearest neighbour (KNN) algorithm is the most frequently used among the wide range of machine learning algorithms. This paper presents...

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Bibliographic Details
Main Authors: Shahadat Uddin, Ibtisham Haque, Haohui Lu, Mohammad Ali Moni, Ergun Gide
Format: Article
Language:English
Published: Nature Portfolio 2022-04-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-022-10358-x