Table 19.
The accuracy of the algorithms in high-dimensional datasets
| Colon |
Lung_Cancer |
Semeion |
||||
|---|---|---|---|---|---|---|
| Avg | Stdv | Avg | Stdv | Avg | Stdv | |
| BSWEWOA | 8.833300E-01 | 2.490700E-01 | 8.366500E-02 | 2.354000E-02 | 1.000000E+00 | 0.000000E+00 |
| BSCGWO | 5.333300E-01 | 3.751500E-01 | 8.362200E-02 | 2.341900E-02 | 9.987400E-01 | 2.651800E-03 |
| BMFO | 7.666700E-01 | 2.509200E-01 | 8.279200E-02 | 2.026900E-02 | 9.993800E-01 | 1.976400E-03 |
| BGWO | 5.666700E-01 | 2.854500E-01 | 8.364700E-02 | 2.340800E-02 | 1.000000E+00 | 0.000000E+00 |
| BGSA | 4.500000E-01 | 2.945000E-01 | 8.335800E-02 | 2.252200E-02 | 1.000000E+00 | 0.000000E+00 |
| BPSO | 4.833300E-01 | 3.374700E-01 | 8.314500E-02 | 2.175700E-02 | 1.000000E+00 | 0.000000E+00 |
| BBA | 5.166700E-01 | 4.116400E-01 | 8.359600E-02 | 2.324900E-02 | 9.981100E-01 | 3.044600E-03 |
| BSSA | 5.166700E-01 | 2.986600E-01 | 8.279200E-02 | 2.026900E-02 | 1.000000E+00 | 0.000000E+00 |
| BWOA | 4.500000E-01 | 3.689300E-01 | 8.335800E-02 | 2.252200E-02 | 9.993700E-01 | 1.988900E-03 |