From Linear Programming Approach to Metaheuristic Approach: Scaling Techniques

Table 7

Accuracy for the WBCD database using the SVM with C and which were calculated by the grid search technique (de Buchet  = 1 and  = 2).

Fold	de Buchet  = 1 (S6)			de Buchet  = 2 (S7)
	C		Accuracy %	C		Accuracy %
1	2^9	2^−7	96.43	2^15	2^−11	94.46
2	2^9	2^−11	98.25	2^5	2^−5	96.49
3	2^1	2^−5	100	2^5	2^−5	100
4	2^9	2^−7	96.49	2^9	2^−7	100
5	2^5	2^−7	100	2^3	2^−3	100
6	2^9	2^−7	100	2^3	2^−1	96.49
7	2^9	2^−7	100	2^5	2^−5	98.25
8	2^9	2^−7	100	2^5	2^−5	100
9	2^9	2^−7	100	2^5	2^−1	100
10	2^13	2^−7	94.74	2^5	2^−5	100
Avg.	1181	0.0094	98.59	3348.8	0.129	98.57
CPU time	12.99264			13.28168