Table 1.

Shape-based Parameters for the segmented region.

Sl no	Constraints	Malignant	Benign
1	Area	21,895	18756.5
2	Solidity	0.8371	0.9174
3	Centroid	254.799	256.551
4	Perimeter	674.92	543.145
5	Convex Area	26700.5	19,493
6	Orientation	−1.0373	88.1793
7	Eccentricity	0.8485	0.7464
8	Minor Axis Length	131.3741	123.7102
9	Equiv Diameter	166.2869	151.2964
10	Major Axis Length	246.2452	194.1435
11	EulerNumber	1.0	1.0
12	Extrema	241.9735	255.2583
13	Extent	0.6458	0.7106