Table 5 Feature selection performance
Features | Step 1 | Features | Step 2 |
|---|---|---|---|
Long axis | 100 | Closest FA dist | 100 |
Int Std | 100 | Int Entropy | 100 |
D_entropy | 87 | Area | 96 |
H_entropy | 7 | Int Std | 73 |
V_entropy | 5 | Compact factor | 44 |
Smoothness | 1 | Int uniformity | 34 |
Area | 0 | Smoothness | 14 |
Perimeter | 0 | H_entropy | 8 |
Extension | 0 | Border dist/nucleus dist | 7 |
Dispersion | 0 | Perimeter | 6 |
Elongation | 0 | Long Axis | 6 |
Orientation | 0 | Short Axis | 5 |
Compact factor | 0 | D_std | 5 |
Border dist/nucleus dist | 0 | Skewness | 2 |
Closest FA dist | 0 | Extension | 0 |
Short axis | 0 | Dispersion | 0 |
Skewness | 0 | Elongation | 0 |
Int uniformity | 0 | Orientation | 0 |
Int entropy | 0 | H_mean | 0 |
H_mean | 0 | H_std | 0 |
H_std | 0 | V_mean | 0 |
V_mean | 0 | V_std | 0 |
V_std | 0 | V_entropy | 0 |
D_mean | 0 | D_mean | 0 |
D_std | 0 | D_entropy | 0 |