Research Article
Development of Neural Network Model for Predicting Peak Ground Acceleration Based on Microtremor Measurement and Soil Boring Test Data
Table 2
Performance of neural network model (I3H4O1) in different calculation stages.
| Station | Training () | Verification () | Testing () | EW | NS | V | H | EW | NS | V | H | EW | NS | V | H |
| MS1 | 0.762 | 0.682 | 0.892 | 0.768 | 0.145 | 0.235 | 0.015 | 0.018 | 0.236 | 0.349 | 0.028 | 0.067 | MS2 | 0.656 | 0.782 | 0.900 | 0.834 | 0.013 | 0.004 | 0.020 | 0.026 | 0.271 | 0.361 | 0.001 | 0.132 | MS3 | 0.758 | 0.689 | 0.821 | 0.740 | 0.019 | 0.120 | 0.095 | 0.087 | 0.235 | 0.165 | 0.059 | 0.017 |
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