Postearthquake Casualty Prediction Based on Heatmaps and Wavelet Supporting Vector Machines

Table 3

Original earthquake cases.

No.		-Hour	-Minute								Casualty rate/%
1	5.8	12	58	0.55	8	68.86	17.99	2.9	0.72	0.62	0.1111
2	5.7	15	59	0.46	7	43.29	8.83	4.24	0.51	0.54	0.1522
3	5.7	11	19	0.55	9	188.25	9.84	5.23	0.61	0.62	0.1687
4	5.7	8	2	0.54	9	101.58	21.25	3.12	0.65	0.56	4.8971
5	5.7	8	2	0.5	8	18.95	36.55	7.24	0.63	0.62	4.4814
6	5.7	8	2	0.49	8	324.3	37.14	2.53	0.64	0.64	0.3390
7	5.7	8	2	0.45	8	64.17	27.25	6.51	0.65	0.59	0.5545
8	5.7	8	2	0.52	8	414.71	20.28	4.48	0.72	0.68	0.2502
9	5.7	8	2	0.54	7	85.35	30.74	6.5	0.52	0.57	0.2362
10	5.7	8	2	0.54	6	134.34	16.58	4.07	0.49	0.54	0.0100
11	5.7	8	2	0.46	6	46.3	48.54	7.56	0.5	0.45	0.0306
12	6.6	7	45	0.63	8	126.86	5.76	1.88	1.01	0.91	0.1335
13	6.6	7	45	0.62	7	90.09	8.73	2.22	1.11	0.88	0.0405
14	5.9	8	5	0.63	8	16.97	25.08	6.38	0.79	0.83	0.0096
15	6.5	16	30	0.56	9	270.89	9.95	1.28	0.7	0.65	0.7973
16	6.5	16	30	0.56	8	162.13	8.87	1.25	0.68	0.68	0.0903
17	6.5	16	30	0.62	6	373.7	23.78	4.26	0.61	0.71	0.0007
18	6.5	16	30	0.57	7	157.49	15.83	2.86	0.63	0.68	0.0079
19	6.6	21	50	0.56	8	57.42	18.42	6.78	0.8	0.72	0.0126
20	6.3	16	55	0.48	8	11.71	35.13	11.31	0.58	0.73	0.0434
21	5.9	18	20	0.41	8	37.92	18.42	6.78	0.56	0.71	0.0054
22	4.3	14	13	0.85	6	773.16	16.12	6.71	0.68	0.59	0.0002
23	6.5	9	7	0.7	8	7.27	7.8	4.06	0.73	0.58	0.0882
24	5.5	5	58	0.35	7	1.34	45.1	4.46	0.85	0.65	0.1104
25	7	21	19	0.39	9	12.5	30.85	8.84	0.93	0.9	0.7191
26	4.9	13	15	0.56	6	292.84	47.16	6.77	0.52	0.54	0.0032
27	6	22	55	0.62	8	348.2	43.53	6.0018	0.61	0.61	0.0293
28	6	22	55	0.66	8	295.09	43.51	3.85	0.59	0.62	0.0410
29	5.4	6	42	0.54	6	583.23	45.64	6.72	0.66	0.73	0.0020
30	5	21	47	0.56	6	142.43	19.6	1.42	0.53	0.57	0.0063
31	5	21	47	0.56	6	268.5	21.13	1.28	0.75	0.69	0.0008
32	6.4	21	48	0.52	8	52.48	36.03	8.97	0.56	0.64	0.0338
33	7.4	2	4	0.49	9	2.82	22.68	4.79	0.39	0.45	0.0088
34	6	4	33	0.57	8	501.22	51.53	5.33	0.75	0.69	0.0195