A new regularized least squares support vector regression for gene selection

Table 4 The gene weighted sums, proportions, cumulative proportions, and corresponding gene numbers of the selected genes in colon cancer data

weighted sum \|β_j\|	Proportion δ_j	cumulative proportions	gene number	description [29]
33.2835	0.2522	0.2522	164	interferon-inducible protein 1-8D (human); contains MSR1 repetitive element
28.4860	0.2158	0.4860	1378	80.7 KD alpha trans-inducing protein (Bovine herpesvirus type 1)
21.0143	0.1592	0.6272	115	H. sapiens p27 mRNA
13.9334	0.1056	0.7328	249	human desmin gene, complete cds.
10.4369	0.0791	0.8119	13	H. sapiens ACTB mRNA for mutant beta-actin (beta'-actin)
8.2575	0.0626	0.8745	16	human tra1 mRNA for human homologue of murine tumor rejection antigen gp96
5.9915	0.0454	0.9199	33	40S robosomal protein S24 (human)
5.8151	0.0441	0.9640	167	IG lambda chain C regions (human)
3.7171	0.0282	0.9922	14	myosin light chain ALKALI, smooth-muscle iosform (human)
1.0403	0 0079	1	44	ubiquitin (human)