TABLE 13.
Freidman test results.
| Method | bMFO | bGWO | BGSA | BPSO | bALO | BBA | BSSA | bWOA | bCS | bSBCS | |
| Accuracy | Avg | 5 | 4.95 | 5 | 4.5 | 6.8 | 8.55 | 4.65 | 4.5 | 6.6 | 4.45 |
| Rank | 6 | 5 | 6 | 2 | 9 | 10 | 4 | 2 | 8 | 1 | |
| Error | Avg | 5 | 4.95 | 5 | 4.5 | 6.8 | 8.55 | 4.65 | 4.5 | 6.6 | 4.45 |
| Rank | 6 | 5 | 6 | 2 | 9 | 10 | 4 | 2 | 8 | 1 | |
| Sensitivity | Avg | 5.3 | 5.2 | 4.8 | 4.8 | 5.75 | 7.95 | 4.8 | 5.3 | 6.3 | 4.8 |
| Rank | 6 | 5 | 1 | 1 | 8 | 10 | 1 | 6 | 9 | 1 | |
| MCC | Avg | 5 | 4.95 | 5 | 4.5 | 6.8 | 8.55 | 4.65 | 4.5 | 6.6 | 4.45 |
| Rank | 6 | 5 | 6 | 2 | 9 | 10 | 4 | 2 | 8 | 1 | |
| F-measure | Avg | 5.05 | 4.95 | 4.95 | 4.5 | 6.8 | 8.6 | 4.45 | 4.5 | 6.75 | 4.45 |
| Rank | 7 | 5 | 5 | 3 | 9 | 10 | 1 | 3 | 8 | 1 | |
| Timecost | Avg | 8 | 4.7 | 4.2 | 2.2 | 1 | 3.8 | 7 | 5.1 | 9 | 10 |
| Rank | 8 | 5 | 4 | 2 | 1 | 3 | 7 | 6 | 9 | 10 |