SGB-ELM: An Advanced Stochastic Gradient Boosting-Based Ensemble Scheme for Extreme Learning Machine

A novel ensemble scheme for extreme learning machine (ELM), named Stochastic Gradient Boosting-based Extreme Learning Machine (SGB-ELM), is proposed in this paper. Instead of incorporating the stochastic gradient boosting method into ELM ensemble procedure primitively, SGB-ELM constructs a sequence...

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Detalles Bibliográficos
Autores principales: Guo, Hua, Wang, Jikui, Ao, Wei, He, Yulin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2018
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6038681/
https://www.ncbi.nlm.nih.gov/pubmed/30046300
http://dx.doi.org/10.1155/2018/4058403

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6038681/
https://www.ncbi.nlm.nih.gov/pubmed/30046300
http://dx.doi.org/10.1155/2018/4058403

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