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