Efficient Model Selection for Sparse Least-Square SVMs

Table 3

Number of support vectors (best in bold).

	RFLSA-SVM	FLSA-SVM	SVM	LS-SVM	FSALS-SVM	PFSALS- SVM	D-OFR
Banana	24	20	94	400	145	141	40
Splice	680	220	595	1000	507	539	380
Image	380	180	221	1300	272	278	480
Ringnorm	25	27	1624	3000	556	575	47