Table 3 Comparison of the accuracy of TLSA-PSO and TLSA model prediction results for column 323
From: Behavioral model construction of architectural heritage for digital twin
Deformation | Models | MAE | MSE | RMSE | R2 |
|---|---|---|---|---|---|
Lateral deformation | TLA | 0.0313 | 0.0022 | 0.0471 | 0.9703 |
TLSA-PSO | 0.0104 | 0.0003 | 0.0178 | 0.9958 | |
Longitudinal deformation | TLA | 0.0955 | 0.0102 | 0.1008 | 0.9353 |
TLSA-PSO | 0.0146 | 0.0008 | 0.0287 | 0.9947 | |
Vertical deformation | TLA | 0.1141 | 0.0372 | 0.1928 | 0.9154 |
TLSA-PSO | 0.1012 | 0.0309 | 0.1758 | 0.9296 |
