Table 1: Mean value of features.
Feature |
WDBC Mean Value |
WPBC Mean Value |
Radius of the tumor (μm) |
14.127 |
17.413 |
Texture of the tumor |
19.289 |
22.276 |
Perimeter of the tumor (μm) |
91.969 |
114.856 |
Area of the tumor (μm2) |
654.889 |
970.040 |
Smoothness of the tumor |
0.096 |
0.102 |
Compactness of the tumor |
0.104 |
0.142 |
Concavity |
0.088 |
0.156 |
Number of concave points |
0.048 |
0.086 |
Symmetry |
0.181 |
0.192 |
Fractal dimension |
0.062 |
0.062 |
S.E. Radius of the tumor (μm) |
0.040 |
0.603 |
S.E. Texture of the tumor |
1.216 |
1.264 |
S.E. Perimeter of the tumor (μm) |
2.866 |
4.255 |
S.E. Area of the tumor (μm2) |
40.337 |
70.228 |
S.E. Smoothness of the tumor |
0.007 |
0.006 |
S.E. Compactness of the tumor |
0.025 |
0.031 |
S.E. Concavity |
0.031 |
0.040 |
S.E. Number of concave points |
0.011 |
0.015 |
S.E. Symmetry |
0.020 |
0.020 |
S.E. Fractal dimension |
0.003 |
0.004 |
M.T.L.V. Radius of the tumor (μm) |
16.269 |
21.021 |
M.T.L.V. Texture of the tumor |
25.677 |
30.139 |
M.T.L.V. Perimeter of the tumor (μm) |
107.261 |
140.347 |
M.T.L.V. Area of the tumor (μm2) |
880.583 |
1404.958 |
M.T.L.V. Smoothness of the tumor |
0.132 |
0.143 |
M.T.L.V. Compactness of the tumor |
0.254 |
0.365 |
M.T.L.V. Concavity |
0.272 |
0.436 |
M.T.L.V. Number of concave points |
0.114 |
0.178 |
M.T.L.V. Symmetry |
0.290 |
0.323 |
M.T.L.V. Fractal dimension |
0.083 |
0.090 |
Where S.E. = Standard Error and M.T.L.V. = Mean of Three Largest Value |