Research Article
Application of Feedforward Neural Network and SPT Results in the Estimation of Seismic Soil Liquefaction Triggering
Table 7
Summary of the 300 simulations using precision score.
| Model | Dataset | Average | Min | Max | SD |
| No regularization | Training | 0.910 | 0.865 | 0.941 | 0.017 | Testing | 0.888 | 0.772 | 0.964 | 0.042 |
| Regularization | Training | 0.913 | 0.876 | 0.940 | 0.012 | Testing | 0.898 | 0.788 | 0.982 | 0.039 |
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