High-Level K-Nearest Neighbors (HLKNN): A Supervised Machine Learning Model for Classification Analysis

High-Level K-Nearest Neighbors (HLKNN): A Supervised Machine Learning Model for Classification Analysis

The k-nearest neighbors (KNN) algorithm has been widely used for classification analysis in machine learning. However, it suffers from noise samples that reduce its classification ability and therefore prediction accuracy. This article introduces the high-level k-nearest neighbors (HLKNN) method, a...

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Bibliographic Details
Main Authors: Elife Ozturk Kiyak, Bita Ghasemkhani, Derya Birant
Format: Article
Language:English
Published: MDPI AG 2023-09-01
Series:Electronics
Subjects:
machine learning
k-nearest neighbors
classification
supervised learning
artificial intelligence
Online Access:https://www.mdpi.com/2079-9292/12/18/3828

Internet

https://www.mdpi.com/2079-9292/12/18/3828

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