Different Testing Results on SVM with Double Penalty Parameters

Table 1

Sample sizes and the optimal parameters and accuracy of the 10 two-class data sets.

Category Identifier	d					Classification accuracy
USPS-0	5	644	6647	1200	200	0.9945
USPS-1	5	1194	6097	2600	1000	0.9945
USPS-2	4	1005	6286	400	200	0.9965
USPS-3	5	731	6560	2800	3000	0.9875
USPS-4	6	658	6633	600	200	0.9910
USPS-5	3	652	6639	300	400	0.9865
USPS-6	4	556	6735	200	100	0.9895
USPS-7	3	664	6627	2600	200	0.9955
USPS-8	5	645	6646	1200	800	0.9940
USPS-9	4	542	6749	1700	200	0.9880