Adapting Feature Selection Algorithms for the Classification of Chinese Texts

• Published in: Systems (Basel) Vol. 11; no. 9; p. 483
• Main Authors: Liu, Xuan, Wang, Shuang, Lu, Siyu, Yin, Zhengtong, Li, Xiaolu, Yin, Lirong, Tian, Jiawei, Zheng, Wenfeng
• Format: Journal Article
• Language: English
• Published: Basel MDPI AG 01.09.2023
• Subjects: algorithm; Algorithms; Chi-square test; Chinese text; Classification; classifier; Classifiers; Data mining; Datasets; Electronic documents; feature extraction; Feature selection; Machine learning; Methods; Neural networks; News; Performance enhancement; Performance evaluation; Support vector machines; Text categorization; text classification; Texts; Words (language); China

Text classification has been highlighted as the key process to organize online texts for better communication in the Digital Media Age. Text classification establishes classification rules based on text features, so the accuracy of feature selection is the basis of text classification. Facing fast-i...