Extreme learning machine for regression and multiclass classification

• Main Authors: Huang, Guang-Bin, Zhou, Hongming, Ding, Xiaojian, Zhang, Rui
• Other Authors: School of Electrical and Electronic Engineering
• Format: Article
• Language: English
• Published: 2013
• Subjects: DRNTU::Engineering::Electrical and electronic engineering
• Online Access: https://hdl.handle.net/10356/96388; http://hdl.handle.net/10220/11436
• Institution: Nanyang Technological University

Due to the simplicity of their implementations, least square support vector machine (LS-SVM) and proximal support vector machine (PSVM) have been widely used in binary classification applications. The conventional LS-SVM and PSVM cannot be used in regression and multiclass classification application...