Imbalanced Data Sets Classification Based on SVM for Sand-Dust Storm Warning

Table 2

Sample data set.

1	2	3	4	5	6	7	8	9	10	11	12
8674	21	79	27	32700	33	42	5636	1.4200	−1.5900	28.5123	0
8710	3	160	25	0	18	102	5645	1.6700	−4.9900	28.5846	0
8602	64	174	28	0	50	106	5648	7.4200	3.5200	29.2738	0
8539	85	154	32	0	75	70	5627	9.2900	−3.4400	29.4885	1
8585	45	173	8	0	40	89	5647	6.6200	12	29.3660	1
8604	63	75	13	0	33	78	5648	1.2200	3.2000	29.4414	1
8618	36	85	24	32700	20	0	5606	−5.1100	1.3500	28.8181	0
8634	34	42	57	30002	20	0	5595	−6.6600	−1.4400	28.1509	0
8622	34	134	71	32700	25	28	5591	3.2000	3.6200	28.5385	0
8619	37	122	71	0	38	89	5622	4.7000	2.5500	28.6872	1