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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...
Autores principales: | Abu, Masyitah, Zahri, Nik Adilah Hanin, Amir, Amiza, Ismail, Muhammad Izham, Yaakub, Azhany, Fukumoto, Fumiyo, Suzuki, Yoshimi |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
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Materias: | |
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 |
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