Research Article
Landslide Displacement Prediction Based on Transfer Learning and Bi-GRU
TABLE 3
Comparison of prediction accuracy between different prediction models.
| Evaluation criteria | TRA-Bi-GRU-ATT | Bi-GRU-ATT | Bi-GRU | Bi-LSTM | GRU | LSTM | SVR |
| RMSE (best) | 0.495 | 1.219 | 1.507 | 1.575 | 1.643 | 1.813 | 1.682 | RMSE (mean) | 0.543 | 1.318 | 1.527 | 1.597 | 1.699 | 1.838 | 1.682 | MAE (best) | 0.391 | 1.026 | 1.223 | 1.304 | 1.361 | 1.479 | 1.396 | MAE (mean) | 0.445 | 1.085 | 1.270 | 1.325 | 1.409 | 1.531 | 1.396 |
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