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.

From: Scale-adaptive model for detection and grading of age-related macular degeneration from color retinal fundus images

Optimizer

Batch size

SGD

64

SGD

32

adam

32

rmsprop

16

SGD

16

nadam

16

adadelta

32