Feature Selection for Very Short-Term Heavy Rainfall Prediction Using Evolutionary Computation

Table 11

Results of GA with SVM from 1 to 6 hours (WP).

Hour	ETS	FBI	PC	POD	PAG	Hit	False alarm	Miss	Correct nonevent	No. of AWSs
1	0.516	1.577	0.997	0.797	0.622	29.686	19.524	8.105	8182.086	105
2	0.481	1.671	0.997	0.766	0.610	25.805	19.824	7.868	8165.078	205
3	0.373	2.274	0.995	0.735	0.561	24.970	32.918	8.576	8111.203	231
4	0.271	3.685	0.992	0.713	0.540	25.069	57.514	9.139	8059.841	245
5	0.148	10.285	0.984	0.733	0.341	23.363	122.857	8.126	8007.287	223
6	0.046	27.701	0.944	0.786	0.165	23.154	437.291	5.984	7546.929	182