Table 5.

The results of feature selection for M_944

Feature subset	Sen (%)	Spe (%)	Acc (%)	MCC	Kernel scale	Box constraint
NC	56.99	53.18	55.08	0.2233	2	2
DC	61.86	52.75	57.31	0.1468	4	1024
pseDNC	72.46	44.28	58.37	0.1744	4	128
PSNP	73.31	66.31	69.81	0.3972	0.5	1
PSDP	68.22	60.38	64.30	0.2869	1	256
PSNP+NC	69.70	70.34	70.02	0.4004	0.25	0.125
PSNP + DC	74.58	66.31	70.44	0.4103	1	2
PSNP+pseDNC	74.15	66.53	70.34	0.4080	0.5	1
PSNP+PSDP	68.64	70.97	69.81	0.3963	0.125	0.5
PSNP+DC + NC	74.15	66.10	70.13	0.4039	0.5	0.25
PSNP+DC + pseDNC	73.09	67.80	70.44	0.4095	0.5	0.5
PSNP+DC + PSDP	74.58	66.31	70.44	0.4103	0.5	0.25

The feature combination with the maximum MCC was italicized in the table