A Comparison Study About Parameter Optimization Using Swarm Algorithms

A Comparison Study About Parameter Optimization Using Swarm Algorithms

Adjusting the parameters of a machine learning algorithm can be difficult if the possible domain of expansion of these parameters is too high. In addition, if a sensible parameter is not adjusted correctly, the changes can be very impactful in the final results, making adjusting it manually not triv...

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Bibliographic Details
Main Authors: Halcyon Davys Pereira De Carvalho, Wedson L. Soares, Wylliams Barbosa Santos, Roberta Fagundes
Format: Article
Language:English
Published: IEEE 2022-01-01
Series:IEEE Access
Subjects:
Machine learning
extreme learning machine
support vector regression
ensemble
optimization algorithm
Online Access:https://ieeexplore.ieee.org/document/9775108/

Internet

https://ieeexplore.ieee.org/document/9775108/

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