Comparing ELM with SVM in the field of sentiment classification of social media text data

• Main Authors: CHEN, Zhihuan, WANG, Zhaoxia, LIN, Zhiping, YANG, Ting
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2018
• Subjects: ELM; SVM; Sentiment Classification; Social Media; Learningbased Method; Artificial Intelligence and Robotics; Databases and Information Systems
• Online Access: https://ink.library.smu.edu.sg/sis_research/6121; https://ink.library.smu.edu.sg/context/sis_research/article/7124/viewcontent/2020_Compare_SVM_ELM_13th_version_27_11_2018_ELM_2017.pdf
• Institution: Singapore Management University

Machine learning has been used in various fields with thousands of applications. Extreme learning machine (ELM), which is the most recently developed machine learning algorithm, has become increasingly popular for its good generalization ability. However, it has been relatively less applied to the d...