A PSO-based multi-objective multi-label feature selection method in classification

Abstract Feature selection is an important data preprocessing technique in multi-label classification. Although a large number of studies have been proposed to tackle feature selection problem, there are a few cases for multi-label data. This paper studies a multi-label feature selection algorithm u...

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Bibliographic Details
Main Authors: Yong Zhang, Dun-wei Gong, Xiao-yan Sun, Yi-nan Guo
Format: Article
Language:English
Published: Nature Publishing Group 2017-03-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-017-00416-0