A New Model Selection Metric for Biomarker Detection Algorithms and Tools

Table 6

Comparison of the optimal cutoff value when  = 0 and 1.

= 1				= 0			Distance
Pc	Cutoff	L	Cost	Cutoff	L	Cost	L	Cost
0.05	13	0.023	46947320	12	0.037	44192872	−0.013	2754448
0.1	12	0.031	28079238	11	0.046	27721506	−0.015	357732
0.15	12	0.036	22828554	11	0.039	22508128	−0.003	320426
0.2	11	0.039	19949510	11	0.039	19949510	0.000	0
0.25	11	0.042	18460492	11	0.042	18460492	0.000	0
0.3	10	0.043	17531028	11	0.047	17440160	−0.004	90868
0.35	10	0.044	16782056	11	0.055	16733096	−0.011	48960
0.4	10	0.046	16233378	11	0.064	16209380	−0.017	23998
0.45	9	0.046	16024652	10	0.050	15788980	−0.004	235672
0.5	9	0.045	15627214	10	0.056	15457568	−0.011	169646
0.55	9	0.046	15308560	10	0.064	15176068	−0.018	132492
0.6	8	0.046	15318582	10	0.074	14944358	−0.028	374224