Extreme Learning Machine for Regression and Multiclass Classification

Huang, Guang-Bin; Zhou, Hongming; Ding, Xiaojian; Zhang, Rui

doi:10.1109/tsmcb.2011.2168604

Public

Extreme Learning Machine for Regression and Multiclass Classification

Published in IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics) • Oct 11, 2011

Authors:

Guang-Bin Huang

Hongming Zhou

Xiaojian Ding

Abstract

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...

Subject

Extreme learning machine

Support vector machine

Artificial intelligence

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