Research Article
Determination of Damage in Reinforced Concrete Frames with Shear Walls Using Self-Organizing Feature Map
Table 13
Statistical results of different models.
| Number | Model | MAE | MSE | RMSE | Training | Validation | Testing | Training | Validation | Testing | Training | Validation | Testing |
| 1 | SOFM1 | 0.024 | 0.020 | 0.024 | 0.002 | 0.001 | 0.001 | 0.041 | 0.028 | 0.033 | 2 | LR1 | 0.027 | 0.023 | 0.026 | 0.002 | 0.001 | 0.002 | 0.048 | 0.033 | 0.039 | 3 | RBF | 0.043 | 0.039 | 0.036 | 0.004 | 0.002 | 0.002 | 0.064 | 0.048 | 0.044 | 4 | NonLR2 | 0.030 | 0.021 | 0.031 | 0.003 | 0.001 | 0.002 | 0.051 | 0.031 | 0.050 |
|
|