Research Article
Seismic Design Value Evaluation Based on Checking Records and Site Geological Conditions Using Artificial Neural Networks
Table 3
Comparison of NN models in different computation stages (
).
| NN Model | NN2 | NN3 | Direction | V | N-S | E-W | V | N-S | E-W |
| Training | 0.905 | 0.905 | 0.901 | 0.903 | 0.911 | 0.893 | Validation | 0.898 | 0.931 | 0.909 | 0.873 | 0.894 | 0.867 | Testing | 0.938 | 0.947 | 0.942 | 0.916 | 0.921 | 0.928 |
| Average | 0.920 | 0.901 |
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