Research Article
Study on the Magnitude of Reservoir-Triggered Earthquake Based on Support Vector Machines
Table 11
Optimal output for respective BCs in cross validation test.
| BCs | SVM | FSVM | Training set | Validation set | Training set | Validation set | Accuracy (%) | Accuracy (%) | Accuracy (%) | Accuracy (%) |
| 1-2 BC | 100 | 100 | 85 | 100 | 1–3 BC | 100 | 100 | 95.69 | 100 | 1–4 BC | 100 | 100 | 93.64 | 100 | 1–5 BC | 100 | 100 | 97.70 | 100 | 2-3 BC | 100 | 88.89 | 96.39 | 88.89 | 2–4 BC | 100 | 85.71 | 97.62 | 90.48 | 2–5 BC | 100 | 97.92 | 97.92 | 97.92 | 3-4 BC | 100 | 61.97 | 100 | 64.74 | 3–5 BC | 100 | 93.79 | 98.25 | 87.59 | 4-5 BC | 100 | 94.74 | 98.25 | 94.74 |
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