Table 15.
The average classification accuracy of seven algorithms on two fault datasets
| Dataset | BOA | SOA | HHO | OBL-HHO | EEGWO | ISCA | VGHHO |
|---|---|---|---|---|---|---|---|
| Dataset-1 | 0.9968 | 0.9988 | 0.9993 | 1.0000 | 0.9979 | 1.0000 | 1.0000 |
| Dataset-2 | 0.9944 | 0.9974 | 0.9970 | 0.9944 | 0.9972 | 0.9972 | 1.0000 |
| Average ranking | 6.75 | 3.50 | 4.50 | 4.25 | 4.75 | 2.75 | 1.50 |
| Total ranking | 7 | 3 | 5 | 4 | 6 | 2 | 1 |
The best value of each function is highlighted in bold in the table