Table 4.

Mean optimism and corrected c-index over 100 boostrapped samples

	Weak signal (n = 300)		Strong signal (n = 300)
	Optimism	C-index corrected	Optimism	C-index corrected
ISIS-LASSO	0.010	0.654	0.005	0.794
ISIS-ALASSO	0.010	0.655	0.005	0.794
ISIS-RSF	0.010	0.641	0.005	0.791
SIS	0.008	0.426	0.007	0.627
SIS-LASSO	0.007	0.431	0.007	0.627
SIS-ALASSO	0.006	0.431	0.007	0.627
SIS-RSF	0.008	0.416	0.007	0.624
PSIS	*	*	0.119	0.770
PSIS-LASSO	0.082	0.745	0.043	0.836
PSIS-ALASSO	0.042	0.772	0.019	0.844
PSIS-RSF	0.026	0.574	0.016	0.721
LASSO	0.045	0.808	0.048	0.903
ALASSO	0.057	0.648	0.058	0.781

*Did not converge