Results achieved by the LSTM model
| Bidirectional . | Learning rate . | No. of layers . | Dropout . | RMSE . |
|---|---|---|---|---|
| False | 0.001 | 1 | 0.1 | 385.782 |
| False | 0.0008 | 1 | 0.2 | 384.287 |
| False | 0.0008 | 2 | 0.2 | 386.024 |
| True | 0.001 | 1 | 0.3 | 386.580 |
| False | 0.01 | 1 | 0.2 | 391.873 |
| Bidirectional . | Learning rate . | No. of layers . | Dropout . | RMSE . |
|---|---|---|---|---|
| False | 0.001 | 1 | 0.1 | 385.782 |
| False | 0.0008 | 1 | 0.2 | 384.287 |
| False | 0.0008 | 2 | 0.2 | 386.024 |
| True | 0.001 | 1 | 0.3 | 386.580 |
| False | 0.01 | 1 | 0.2 | 391.873 |
Source(s): Table created by author