Table 2 Comparison of prediction performance in ablation assays.
From: Research on water quality prediction of Jiangshan Port based on SCV-CBA model
Model | MSE | RMSE | MAE | R2 |
|---|---|---|---|---|
The model in this paper | 0.08925 | 0.29875 | 0.20300 | 0.97679 |
Remove SSA | 0.25023 | 0.50023 | 0.34602 | 0.93619 |
Remove CEEMDAN-VMD | 0.46570 | 0.68242 | 0.48890 | 0.85371 |
Remove Attention | 0.09990 | 0.31607 | 0.23209 | 0.97453 |
