BMC Bioinformatics

Table 10 Results of prediction accuracies of different methods based on NSCLC data (using the training and test sets as in Chen et al. [14])

From: Overlapping group screening for detection of gene-gene interactions: application to gene expression profiles with survival trait

	Uni. Sel.	Ordinary Lasso	Overlap Lasso	TS-GSIS Lasso	OGS Ridge	OGS Lasso
Cox-test	0.8381	0.6215	0.3441	0.8467	0.2372	0.2484
LR-test	0.3205	0.7046	0.3921	0.6216	0.3254	0.3254
Deviance	40.1323	0.4820	−0.3605	3.9135	−1.3311	−1.0551
c-index	0.4485	0.5565	0.5775	0.5394	0.5966	0.5966
LR-test_3	0.3205	0.5369	0.2351	0.8505	0.0818	0.0818

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ISSN: 1471-2105

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