Research Article
Feature Selection for Very Short-Term Heavy Rainfall Prediction Using Evolutionary Computation
Table 9
Results of DE with SVM from 1 to 6 hours (WP).
| Hour | ETS | FBI | PC | POD | PAG | Hit | False alarm | Miss | Correct nonevent | No. of AWSs |
| 1 | 0.383 | 2.558 | 0.994 | 0.813 | 0.535 | 30.295 | 41.305 | 7.067 | 8160.305 | 105 | 2 | 0.320 | 3.055 | 0.994 | 0.766 | 0.538 | 25.356 | 45.332 | 7.902 | 8139.571 | 205 | 3 | 0.329 | 3.308 | 0.994 | 0.756 | 0.512 | 24.814 | 41.710 | 8.338 | 8102.411 | 231 | 4 | 0.238 | 5.252 | 0.990 | 0.744 | 0.475 | 24.820 | 69.261 | 9.008 | 8048.094 | 245 | 5 | 0.105 | 13.148 | 0.977 | 0.741 | 0.312 | 23.156 | 183.378 | 8.053 | 7942.960 | 223 | 6 | 0.019 | 31.885 | 0.901 | 0.846 | 0.144 | 23.341 | 817.126 | 3.874 | 7315.505 | 182 |
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