A new regularized least squares support vector regression for gene selection

BMC Bioinformatics

Table 6 The gene weighted sums, proportions, cumulative proportions, and corresponding gene numbers of the selected genes in SRBCT data

weighted sum \|β_j\|	proportion δ_j	cumulative proportions	gene number	description [30]
366.2124	0.2283	0.2283	509	human DNA for insulin-like growth factor II (IGF-2); exon 7 and additional ORF
293.0313	0.1727	0.4110	187	insulin-like growth factor 2 (somatomedin A)
139.3697	0.0869	0.4979	246	caveolin 1, caveolae protein, 22 kD
130.3774	0.0813	0.5792	1955	fibroblast growth factor receptor 4
120.8319	0.0753	0.6545	1645	olfactomedinrelated ER localized protein
118.9978	0.0742	0.7287	545	antigen identified by monoclonal antibodies 12E7, F21 and O13
110.2948	0.0688	0.7975	1954	follicular lymphoma variant translocation 1
109.6586	0.0684	0.8659	1389	Fc fragment of IgG, receptor, transporter, alpha
108.1788	0.0674	0.9333	1372	nucleolin
107.1303	0.0667	1	430

ISSN: 1471-2105