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. 2024 Jan 12;14:1212. doi: 10.1038/s41598-023-50834-6

Table 2.

Fine-tuned model parameters.

Base model Model 1 Model 2 Model 3
Neuron units 128 128 128 128
Latent dimension 64 64 64 256
Activation function Tanh/ReLU Leaky ReLU Leaky ReLU Tanh/ReLU
Optimizer and learning rate Adam (1e−5) RMSprop (1e−5) RMSprop (1e−4) RMSprop (1e−4)
Regularizer Dropout (0.2) Dropout (0.01) Dropout (0.5) Dropout (0.5)
Generator units 512 512 512 4092
Discriminator units 512 512 512 4092
Batch size 32 32 128 32 (512)