Weighted extreme learning machine for imbalance learning

• Main Authors: Zong, Weiwei, Huang, Guang-Bin, Chen, Yiqiang
• Other Authors: School of Electrical and Electronic Engineering
• Format: Article
• Language: English
• Published: 2013
• Subjects: DRNTU::Engineering::Computer science and engineering::Computing methodologies
• Online Access: https://hdl.handle.net/10356/101003; http://hdl.handle.net/10220/16691
• Institution: Nanyang Technological University

Extreme learning machine (ELM) is a competitive machine learning technique, which is simple in theory and fast in implementation. The network types are “generalized” single hidden layer feedforward networks, which are quite diversified in the form of variety in feature mapping functions or kernels....