Multi-label feature selection based on HSIC and sparrow search algorithm

Multi-label feature selection based on HSIC and sparrow search algorithm

Feature selection has always been an important topic in machine learning and data mining. In multi-label learning tasks, each sample in the dataset is associated with multiple labels, and labels are usually related to each other. At the same time, multi-label learning has the problem of "curse...

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Bibliographic Details
Main Authors: Tinghua Wang, Huiying Zhou, Hanming Liu
Format: Article
Language:English
Published: AIMS Press 2023-06-01
Series:Mathematical Biosciences and Engineering
Subjects:
feature selection
multi-label classification
sparrow search algorithm
hilbert-schmidt independence criterion (hsic)
data mining
Online Access:https://www.aimspress.com/article/doi/10.3934/mbe.2023635?viewType=HTML

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https://www.aimspress.com/article/doi/10.3934/mbe.2023635?viewType=HTML

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