Table 1.

The feature selection result on simulation data in which 10 key biomakers are included. Mean reported based on 500 replications

				C				IC
p/r	Ratio	n0	n1	ACC	ROC	HD		ACC	ROC	HD
A: p=100,r=0	1 : 1	480	480	8.43	2.76	9.93		0.10	0.09	0.00
	3 : 1	720	240	10.00	2.95	10.00		3.79	0.77	0.04
	9 : 1	864	96	10.00	6.28	10.00		19.64	1.33	0.42
	15 : 1	900	60	10.00	7.95	10.00		60.36	0.85	1.77
B: p=100,r=0.4|i−j|	1 : 1	480	480	9.96	9.86	9.96		0.25	0.13	0.01
	3 : 1	720	240	10.00	9.96	9.99		6.67	0.90	0.14
	9 : 1	864	96	10.00	9.98	10.00		57.64	3.09	1.14
	15 : 1	900	60	3.80	9.91	10.00		31.01	3.23	1.85
C: p=100,r=0.92|i−j|	1 : 1	480	480	9.98	10.00	10.00		0.51	0.63	0.57
	3 : 1	720	240	10.00	9.84	9.90		1.58	0.59	0.47
	9 : 1	864	96	0.69	8.01	8.01		5.87	0.67	0.59
	15 : 1	900	60	0.00	6.85	6.85		0.00	0.84	0.71
D: p=2000,r=0	1 : 1	480	480	7.89	2.79	9.94		0.10	0.04	0.00
	3 : 1	720	240	10.00	3.20	10.00		5.08	1.54	0.03
	9 : 1	864	96	10.00	5.83	10.00		98.24	1.83	0.20
	15 : 1	900	60	10.00	7.38	10.00		404.96	5.94	2.13
E: p=2000,r=0.4|i−j|	1 : 1	480	480	9.97	9.91	10.00		0.28	0.18	0.01
	3 : 1	720	240	10.00	9.91	10.00		13.06	1.06	0.16
	9 : 1	864	96	10.00	9.95	10.00		293.50	4.30	0.57
	15 : 1	900	60	10.00	9.93	9.98		711.05	6.34	2.71
F: p=2000,r=0.92|i−j|	1 : 1	480	480	9.95	10.00	10.00		0.76	0.54	0.53
	3 : 1	720	240	10.00	9.73	9.72		4.05	0.28	0.25
	9 : 1	864	96	3.15	7.95	7.95		161.82	0.68	0.56
	15 : 1	900	60	1.07	6.62	6.62		107.61	0.69	0.58