Table 1 The DeepDGC model hyperparameter settings.

From: Deep learning-based network pharmacology for exploring the mechanism of licorice for the treatment of COVID-19

Hyperparameters

Value range

Meaning of parameters

Batch_size

128

Number of samples in a single training session

Epoch

2000

Number of iterations

Activation function

ReLu

Activation function

Optimizer

Adam

Optimizer

Dropout

0.1

Random deactivation rate

Learning rate (lr)

1e-4

Learning rate