An Improved Multilabel k-Nearest Neighbor Algorithm Based on Value and Weight

An Improved Multilabel k-Nearest Neighbor Algorithm Based on Value and Weight

Multilabel data share important features, including label imbalance, which has a significant influence on the performance of classifiers. Because of this problem, a widely used multilabel classification algorithm, the multilabel k-nearest neighbor (ML-kNN) algorithm, has poor performance on imbalanc...

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Bibliographic Details
Main Authors:	Zhe Wang, Hao Xu, Pan Zhou, Gang Xiao
Format:	Article
Language:	English
Published:	MDPI AG 2023-02-01
Series:	Computation
Subjects:	label imbalance multilabel classification ML-kNN
Online Access:	https://www.mdpi.com/2079-3197/11/2/32

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