Table 3. Default values of parameters.
Parameters | Describe | Values |
---|---|---|
out_channels_gcn | Number of channels in the output data of GCN | 64 |
hidden_size_lstm | Size of LSTM hidden layer | 64 |
learning_rate | Learning rate | 0.00001 |
num_epochs | Num of epochs | 1,000 |
batch_size_train | Batch size | 512 |
l2_loss | L2 regularization coefficient in the optimizer | 0.0005 |
res_ratio | The residual ratio in the residual layers | 1 |