Table 2.
Hyperparameter settings.
| Parameter | Value | Parameter | Value |
| Dropout rate | 0.1 | Filter num (DPCNNa) | 256 |
| Learning rate | 1e-5 | Filter size (DPCNN) | 3 |
| Max sequence length | 56 | Block size (DPCNN) | 2 |
| Optimizer | AdamW | Hidden size (LSTMb) | 128 |
| Training steps | 30,000 | Bidirectional (LSTM) | True |
aDPCNN: deep pyramid convolutional neural network.
bLSTM: long short-term memory.