Feature selection using Fisher score and multilabel neighborhood rough sets for multilabel classification

• Published in: Information sciences Vol. 578; pp. 887 - 912
• Main Authors: Sun, Lin, Wang, Tianxiang, Ding, Weiping, Xu, Jiucheng, Lin, Yaojin
• Format: Journal Article
• Language: English
• Published: Elsevier Inc 01.11.2021
• Subjects: Feature selection; Fisher Score; Multilabel classification; Neighborhood rough sets; Neighborhood rough sets; Multilabel classification; Feature selection; Fisher Score

In recent years, feature selection for multilabel classification has attracted attention in machine learning and data mining. However, some feature selection methods ignore the correlations among labels, resulting in low performance, and most of them face challenges in determining an appropriate nei...