Table 5.
Accuracy of proposed CNN-LSTM model for Sample 1,2.
| Model and Metric | Sample 1 | Sample 2 | ||||
|---|---|---|---|---|---|---|
| MAE | RMSE | MAPE | MAE | RMSE | MAPE | |
| Baseline | 0.0000090 | 0.0000141 | 0.87 | 0.0000219 | 0.0000351 | 1.89 |
| Strain Displacement @5 mm | 0.0000257 | 0.0000277 | 2.32 | 0.0000304 | 0.0000612 | 2.03 |
| Strain Displacement @10 mm | 0.0000162 | 0.0000175 | 1.53 | 0.0000176 | 0.0000225 | 1.84 |
| Strain Displacement @15 mm | 0.0000088 | 0.0000115 | 0.79 | 0.0000182 | 0.0000293 | 1.59 |
| Strain Displacement @20 mm | 0.0000081 | 0.0000117 | 0.74 | 0.0000291 | 0.0000347 | 2.12 |