Table 9.
Wilcoxon signed-rank test between AUC scores of our methods and the typical methods
Our method | HF | eHM | eHM + KL | CoLIAGe | VGG16 |
---|---|---|---|---|---|
LMD + LMS | << 0.05 | << 0.05 | << 0.05 | << 0.05 | << 0.05 |
LMS + LMA | << 0.05 | << 0.05 | << 0.05 | << 0.05 | << 0.05 |
HF Haralick feature, eHM Extended Haralick measure, KLT Karhunen-Loeve transform, LMD Learning model by multiple displacements, LMS Learning model by multiple strides, LMA Learning model by multiple angles, CoLIAGe Co-occurrence of local anisotropic gradient orientations, AUC Area under the curve of receiver operating characteristic curve