Table 1.
Parameters | Values |
---|---|
Filter size | 32, 64, 128, 256, 512, 768, 1024 |
Kernel size | 2, 3, 4, 5 |
Max pooling | 3, 6 |
LSTM unit | Range from 1 to 200 |
Dense unit 1 | Range from 1 to 200 |
Dense unit 2 | Range from 1 to 128 |
Dropout | 0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9 |
Batch size | 50, 20, 10, 73, 146, 219 |
Epochs | Rang from 1 to 20 |