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The optimum parameter values for dataset 1 for the proposed model.
| Parameters | Values |
|---|---|
| Filter size | 768 |
| Kernel size | 3 |
| Max pooling | 3 |
| LSTM unit | 196 |
| Dense unit 1 | 37 |
| Dense unit 2 | 106 |
| Dropout LSTM | 0.2 |
| Dropout dense 1 | 0.3 |
| Dropout dense 2 | 0.4 |
| Batch size | 219 |
| Epochs | 7 |
