Research Article
Seismic Design Value Evaluation Based on Checking Records and Site Geological Conditions Using Artificial Neural Networks
Table 2
Performance (
) of NN models with different neurons in the hidden layer.
| Modelsāneurons | 1 | 2 | 3 | 4 | 5 | 6 | 7 |
| NN1 | 0.770 | 0.736 | 0.843 | 0.820 | 0.852 | 0.733 | 0.790 | NN2 | 0.873 | 0.853 | 0.900 | 0.854 | 0.759 | 0.713 | 0.668 | NN3 | 0.873 | 0.834 | 0.918 | 0.835 | 0.812 | 0.745 | 0.707 | NN4 | 0.821 | 0.764 | 0.811 | 0.777 | 0.789 | 0.753 | 0.743 |
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