Research Article
Determination of Damage in Reinforced Concrete Frames with Shear Walls Using Self-Organizing Feature Map
Table 7
Statistical results of different SOFM 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 | SOFM2 | 0.048 | 0.054 | 0.042 | 0.005 | 0.004 | 0.003 | 0.072 | 0.065 | 0.052 | 3 | SOFM3 | 0.061 | 0.063 | 0.056 | 0.008 | 0.007 | 0.005 | 0.089 | 0.085 | 0.070 |
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