Table 6.
Accuracy of deep learning models for Sample 1.
| Model and Metric | LSTM | CNN | ||||
|---|---|---|---|---|---|---|
| MAE | RMSE | MAPE | MAE | RMSE | MAPE | |
| Baseline | 0.0000758 | 0.0000789 | 6.82 | 0.0000785 | 0.0000821 | 7.01 |
| Strain Displacement @5 mm | 0.0000591 | 0.0000611 | 5.31 | 0.0000456 | 0.0000483 | 4.05 |
| Strain Displacement @10 mm | 0.0000588 | 0.0000608 | 5.49 | 0.0000611 | 0.0000644 | 5.64 |
| Strain Displacement @ 15 mm | 0.0000650 | 0.0000677 | 5.79 | 0.0000487 | 0.0000514 | 4.31 |
| Strain Displacement @ 20 mm | 0.0000691 | 0.0000717 | 6.19 | 0.0000637 | 0.0000670 | 5.67 |