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

Table 10

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

Hour	ETS	FBI	PC	POD	PAG	Hit	False alarm	Miss	Correct nonevent	No. of AWSs
1	0.276	2.168	0.997	0.589	0.403	10.581	19.524	8.105	8182.086	105
2	0.239	2.398	0.997	0.529	0.383	8.771	19.824	7.868	8165.078	205
3	0.160	3.613	0.995	0.463	0.316	8.000	32.918	8.576	8111.203	231
4	0.102	6.421	0.992	0.417	0.291	7.747	57.514	9.139	8059.841	245
5	0.040	20.543	0.984	0.397	0.117	5.695	122.857	8.126	8007.287	223
6	0.008	66.609	0.944	0.420	0.025	4.192	437.291	5.984	7546.929	182