A new regularized least squares support vector regression for gene selection

BMC Bioinformatics

Table 10 The gene weighted sums, proportions, cumulative proportions, and corresponding gene numbers of the selected genes in lung cancer data

weighted sum \|β_j\|	proportion δ_j	cumulative proportions	gene number	description [32]
211.3186	0.1600	0.1600	732	GRO2 oncogene
208.0781	0.1576	0.3176	2722	ligand of neuronal nitric oxide synthase with carboxyl-terminal PDZ domain
191.642	0.1451	0.46278	2194	fatty acid binding protein 7, brain
158.3931	0.1200	0.5827	3243	bridging integrator 1
142.839	0.1082	0.6909	2010	progesterone binding protein
121.546	0.0921	0.7830	2096	interferon regulatory factor 3
106.1448	0.0804	0.8634	1881	occludin
102.9994	0.0780	0.9414	2987	apoptosis-associated tyrosine kinase
46.473	0.0352	0.9766	215	ribonuclease, RNase A family, 1 (pancreatic)
30.9358	0.0234	1	270	UNC13 (C. elegans)-like

ISSN: 1471-2105