Table 3. Experimental parameters setting.
| Training parameters | CNN | LSTM | BiLSTM | C_LSTM |
|---|---|---|---|---|
| Context window | 5 | 5 | 5 | 5 |
| Dimension | 300 | 300 | 300 | 300 |
| Learning rate | 0.01 | 0.01 | 0.01 | 0.01 |
| Dropout | 0.2 | 0.5 | 0.5 | 0.2 |
| Batch size | 64 | 64 | 64 | 64 |
| Activation function | ‘ReLU’ | ‘ReLU’ | ‘ReLU’ | ‘ReLU’ |
| Epochs | 21 | 21 | 21 | 21 |
| Optimizer | “Adam” | “Adam” | “Adam” | “Adam” |