Application of Extreme Learning Machine Algorithm in the Regression Fitting

Gu-Xiong Li · 2016

ELM (extreme learning machine) algorithm has the advantages of fast learning speed, good generalization performance. It is not only suitable for regression, fitting problem, but also applies to the field of classification and pattern recognition. In this paper, ELM algorithm is applied to nonlinear function fitting. The performance and running speed with other algorithms are comparison, show the superiority of ELM algorithm.

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