Table 13.
Statistical study using Wilcoxon’s test ( In bold best values , which implies that AOA is substantial against algorithm X)
| AOA | GT dataset | FEI dataset | Gallagher’s datase | ||||||
|---|---|---|---|---|---|---|---|---|---|
| versus | HOG | LBP | GLCM | HOG | LBP | GLCM | HOG | LBP | GLCM |
| HHO | 4.40E-21 | 2.06E-14 | 5.00E-02 | 1.26E-32 | 3.59E-30 | 1.23E-39 | 9.57E-27 | 1.22E-21 | 5.12E-01 |
| SCA | 2.20E-02 | 1.71E-02 | 6.86E-31 | 9.74E-27 | 1.40E-04 | 2.62E-38 | 3.58E-36 | 4.20E-14 | 3.37E-04 |
| EO | 7.20E-03 | 3.37E-02 | 1.50E-05 | 2.70E-13 | 2.64E-01 | 1.33E-38 | 8.42E-25 | 4.76E-36 | 2.93E-04 |
| EPO | 1.04E-02 | 8.09E-01 | 6.97E-21 | 8.87E-23 | 2.86E-17 | 7.37E-42 | 4.43E-38 | 1.47E-10 | 2.77E-16 |
| MRFO | 5.11E-07 | 2.38E-10 | 1.13E-06 | 7.25E-19 | 1.91E-05 | 5.49E-39 | 3.58E-36 | 5.06E-20 | 1.17E-01 |
| HGSO | 3.58E-25 | 5.65E-26 | 1.11E-36 | 1.15E-19 | 4.36E-30 | 1.08E-39 | 7.35E-37 | 7.13E-35 | 2.30E-03 |
| MVO | 9.91E-02 | 2.20E-04 | 3.16E-17 | 1.11E-19 | 1.30E-17 | 1.31E-40 | 4.45E-38 | 1.21E-28 | 4.22E-05 |