Research Article
Application of Harmony Search to Design Storm Estimation from Probability Distribution Models
Table 4
Comparison of test criteria for the annual maximum rainfall data for the 74 rain gauges stations in Republic of Korea.
| Criteria | Distribution type | Mean | Std. | ML | GA | HS | ML | GA | HS |
| CC | LN2 | 0.98 | 0.98 | 0.98 | 0.023 | 0.017 | 0.018 | GAM2 | 0.97 | 0.98 | 0.97 | 0.027 | 0.024 | 0.024 | GEV | 0.98 | 0.99 | 0.99 | 0.019 | 0.008 | 0.008 | GUM | 0.88 | 0.88 | 0.88 | 0.059 | 0.059 | 0.059 |
| CE | LN2 | 0.95 | 0.96 | 0.96 | 0.054 | 0.034 | 0.044 | GAM2 | 0.94 | 0.95 | 0.95 | 0.054 | 0.046 | 0.046 | GEV | 0.96 | 0.98 | 0.98 | 0.054 | 0.016 | 0.016 | GUM | 0.85 | 0.77 | 0.77 | 0.523 | 0.114 | 0.114 |
| RMSE | LN2 | 3.01 | 2.60 | 2.65 | 2.147 | 1.623 | 1.815 | GAM2 | 3.12 | 2.89 | 2.90 | 2.133 | 1.941 | 1.937 | GEV | 2.52 | 1.94 | 1.94 | 1.550 | 0.833 | 0.838 | GUM | 10.55 | 6.48 | 6.48 | 6.368 | 3.302 | 3.302 |
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