Table 4.

SVM results.

Type	Kernel	C	G	A (%)	S (%)	SN (%)
C-SVC	SIGMOID	0.0625	1.52587890625E−5	82.04	94.17	69.90
C-SVC	SIGMOID	1.0	0.00390625	85.44	86.41	84.47
C-SVC	SIGMOID	16.0	2.44140625E−4	87.86	88.35	87.38
C-SVC	RBF	1.0	2.44140625E−4	82.04	94.17	69.90
C-SVC	RBF	0.0625	0.00390625	86.41	98.06	74.76
C-SVC	RBF	16.0	2.44140625E−4	91.26	92.23	90.29
C-SVC	LINEAR	0.00390625	1.52587890625E−5	87.86	88.35	87.38
NU-SVC	SIGMOID	16.0	0.0625	57.28	54.37	60.19
NU-SVC	SIGMOID	1.0	0.00390625	93.20	94.17	92.23
NU-SVC	RBF	256.0	2.44140625E−4	95.63	96.12	95.15
ONE-CLASS	SIGMOID	1.0	0.00390625	23.79	0.0	32.67
ONE-CLASS	SIGMOID	1.0	1.52587890625E−5	24.27	0.0	32.47
ONE-CLASS	SIGMOID	0.0625	1.0	48.54	0.0	96.15
ONE-CLASS	RBF	16.0	0.0625	20.87	0.0	26.54
ONE-CLASS	RBF	16.0	1.52587890625E−5	21.84	0.0	30.41
ONE-CLASS	RBF	65,536.0	0.00390625	24.76	0.0	34.46

* Cost (C), Gamma (G), Accuracy (A), Specificity (S) and Sensibility (SN).