Comparison of Variable Selection Methods for Time-to-Event Data in High-Dimensional Settings

Table 6

Number of genes that overlap between methods for breast cancer dataset (sample results).

	LASSO-cvl	LASSO-pcvl	Elastic Net	BSS Enet	CoxBoost	RSF
LASSO-cvl	54	10	54	32	49	7
LASSO-pcvl		13	12	9	12	2
Elastic Net			78	38	56	9
BSS Enet				42	34	7
CoxBoost					58	8
RSF						83