TABLE 2.
Statistics of accuracy (%) of various features of each sub-band before and after binary gray wolf optimization (BGWO).
| BGWO | Feature |
Sub-band
|
||||
| SB1 | SB2 | SB3 | SB4 | SB5 | ||
| Before | 2dif | 57.81 | 58.2 | 58.59 | 57.81 | 59.38 |
| 2ndif | 58.98 | 58.59 | 60.16 | 57.42 | 56.64 | |
| HC | 55.86 | 61.33 | 58.59 | 59.37 | 58.59 | |
| HM | 55.86 | 55.47 | 56.64 | 57.03 | 56.25 | |
| Sampen | 57.42 | 58.21 | 57.42 | 59.77 | 57.03 | |
| Average | 57.186 | 58.36 | 58.28 | 58.28 | 57.578 | |
| Std | 1.34 | 2.08 | 1.34 | 1.22 | 1.34 | |
| After | 2dif | 63.67 | 63.28 | 61.72 | 61.36 | 62.11 |
| 2ndif | 67.58 | 64.45 | 66.41 | 63.28 | 62.11 | |
| HC | 60.94 | 63.67 | 61.33 | 63.67 | 65.62 | |
| HM | 61.33 | 61.72 | 62.25 | 62.25 | 63.28 | |
| Sampen | 63.28 | 61.33 | 62.11 | 63.28 | 60.55 | |
| Average | 63.36 | 62.89 | 62.764 | 62.768 | 62.734 | |
| Std | 2.64 | 1.32 | 2.07 | 0.95 | 1.88 | |
Bold values means the maximum accuracy of each sub-band.