From Linear Programming Approach to Metaheuristic Approach: Scaling Techniques

Table 9

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

Fold	Lp-norm  = 1 (S9)			Lp-norm  = 2 (S10)
	C		Accuracy %	C		Accuracy %
1	2^11	2^−7	100	2^13	2^−5	98.21
2	2^15	2^−15	98.25	2^15	2^−7	94.74
3	2^11	2^−9	100	2^13	2^−5	96.49
4	2^9	2^−7	98.25	2^13	2^−5	92.98
5	2^15	2^−15	96.49	2^13	2^−5	96.49
6	2^15	2^−15	96.49	2^13	2^−5	100
7	2^9	2^−7	100	2^9	2^−5	96.49
8	2^15	2^−15	100	2^11	2^−5	100
9	2^15	2^−15	92.98	2^13	2^−5	98.25
10	2^15	2^−15	100	2^13	2^−5	96.49
Avg.	20172.8	0.0026	98.25	9267.2	0.029	97.01
CPU time	13.217008			12.847815