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. 2023 Jun 13;13:9590. doi: 10.1038/s41598-023-35197-2

Table 6.

The outcomes of the Bayesian optimization approach indicate the optimal hyperparameters tuning in terms of the optimizer and batch size to achieve the best performance.

Optimizer Batch size
SGD 64
SGD 32
adam 32
rmsprop 16
SGD 16
nadam 16
adadelta 32