Weighted online sequential extreme learning machine for class imbalance learning

Most of the existing sequential learning methods for class imbalance learn data in chunks. In this paper, we propose a weighted online sequential extreme learning machine (WOS-ELM) algorithm for class imbalance learning (CIL). WOS-ELM is a general online learning method that alleviates the class imb...

पूर्ण विवरण

ग्रंथसूची विवरण
मुख्य लेखकों: Lin, Zhiping, Mirza, Bilal., Toh, Kar-Ann.
अन्य लेखक: School of Electrical and Electronic Engineering
स्वरूप: Journal Article
भाषा:English
प्रकाशित: 2013
विषय:
ऑनलाइन पहुंच:https://hdl.handle.net/10356/101064
http://hdl.handle.net/10220/16690