Analysis of the Effectiveness of Metaheuristic Methods on Bayesian Optimization in the Classification of Visual Field Defects

Bayesian optimization (BO) is commonly used to optimize the hyperparameters of transfer learning models to improve the model’s performance significantly. In BO, the acquisition functions direct the hyperparameter space exploration during the optimization. However, the computational cost of evaluatin...

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Detalles Bibliográficos
Autores principales: Abu, Masyitah, Zahri, Nik Adilah Hanin, Amir, Amiza, Ismail, Muhammad Izham, Yaakub, Azhany, Fukumoto, Fumiyo, Suzuki, Yoshimi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10252481/
https://www.ncbi.nlm.nih.gov/pubmed/37296798
http://dx.doi.org/10.3390/diagnostics13111946

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10252481/
https://www.ncbi.nlm.nih.gov/pubmed/37296798
http://dx.doi.org/10.3390/diagnostics13111946

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