Table 1 Performance evaluation of Ranklet , GLCM , LBP and PCBP with the LOO-CV method
From: Robust phase-based texture descriptor for classification of breast ultrasound images
Methods | AUC | ACC (%) | SENS (%) | SPEC (%) | PPV (%) | NPV (%) | MCC |
|---|---|---|---|---|---|---|---|
Ranklet | 0.882 | 81.16 | 73.91 | 88.41 | 86.44 | 77.22 | 0.630 |
GLCM | 0.848 | 77.54 | 68.12 | 86.96 | 83.93 | 73.13 | 0.561 |
LBP | 0.850 | 83.33 | 81.16 | 85.51 | 84.85 | 81.94 | 0.667 |
PCBP | 0.894 | 86.96 | 86.96 | 86.96 | 86.96 | 86.96 | 0.739 |