Multi-Features-Based Automated Breast Tumor Diagnosis Using Ultrasound Image and Support Vector Machine

Table 2

Calculation results of CF in Figure 10 (Figures 10(a)–10(c) are benign and Figures 10(d)–10(f) are malignant) (EI—edge indistinctness, PS—posterior shadowing, SC—shape complexity, OV—original value, and NV—normalized value).

Images	Orientation		EI		PS score		SC
	OV	NV	OV	NV	OV	NV	OV	NV
(a)	0.544	0	27.530	0.572	2.751	1	−1.021	0
(b)	0.670	0.283	27.529	0.572	1.983	0	−1.025	0.05
(c)	0.835	0.654	35.151	1	2.248	0.371	−1.027	0.008
(d)	0.878	0.751	17.329	0	2.321	0.440	−1.077	0.7
(e)	0.989	1	30.194	0.722	2.474	0.693	−1.101	1
(f)	0.772	0.512	23.215	0.33	2.153	0.221	−1.034	0.163