Improving Classification Performance through an Advanced Ensemble Based Heterogeneous Extreme Learning Machines

Extreme Learning Machine (ELM) is a fast-learning algorithm for a single-hidden layer feedforward neural network (SLFN). It often has good generalization performance. However, there are chances that it might overfit the training data due to having more hidden nodes than needed. To address the genera...

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Detalles Bibliográficos
Autores principales: Abuassba, Adnan O. M., Zhang, Dezheng, Luo, Xiong, Shaheryar, Ahmad, Ali, Hazrat
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2017
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5435980/
https://www.ncbi.nlm.nih.gov/pubmed/28546808
http://dx.doi.org/10.1155/2017/3405463

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5435980/
https://www.ncbi.nlm.nih.gov/pubmed/28546808
http://dx.doi.org/10.1155/2017/3405463

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