A new regularized least squares support vector regression for gene selection

BMC Bioinformatics

Table 2 The gene weighted sums, proportions, cumulative proportions, and corresponding gene numbers of the selected genes in acute leukemia data with three classes

weighted sum \|β_j\|	proportion δ_j	cumulative proportions	gene number	description [1]
206.1576	0.1583	0.1583	6201	interleukin-8 precursor
196.3753	0.1508	0.3091	1674	FTL Ferritin, light polypeptide
155.8362	0.1196	0.4287	1882	CST3 Cystatin C (amyloid angiopathy and cerebral hemorrhage)
143.1404	0.1099	0.5386	5552	probable G protein-coupled receptor LCR1 homolog
141.0207	0.1083	0.6469	2402	Azurocidin gene
120.1933	0.0923	0.7392	6209	VIM Vimentin
112.4293	0.0863	0.8255	4017	HLA class II histocompatibility antigen, DR alpha chain precursor
96.7316	0.0743	0.8998	5716	RPS3 Ribosomal protein S3
83.2569	0.0639	0.9637	1779	MPO Myeloperoxidase
47.4576	0.0364	1	5648	HLA-B null allele mRNA

ISSN: 1471-2105