SVM–ELM: Pruning of Extreme Learning Machine with Support Vector Machines for Regression

SVM–ELM: Pruning of Extreme Learning Machine with Support Vector Machines for Regression

Extreme Learning Machine provides very competitive performance to other related classical predictive models for solving problems such as regression, clustering, and classification. An ELM possesses the advantage of faster computational time in both training and testing. However, one of the main chal...

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Bibliographic Details
Main Authors: Mahmood Saif F., Marhaban Mohammad H., Rokhani Fakhrul Z., Samsudin Khairulmizam, Arigbabu Olasimbo Ayodeji
Format: Article
Language:English
Published: De Gruyter 2016-10-01
Series:Journal of Intelligent Systems
Subjects:
support vector
extreme learning machine
training error
optimal hidden node
Online Access:https://doi.org/10.1515/jisys-2015-0021

Internet

https://doi.org/10.1515/jisys-2015-0021

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