Table 15.
The results of SWEWOA and other competitors in precision
| Dataset | Items | BSWEWOA | BGWO | BGSA | BPSO | BBA | BSSA | BWOA |
|---|---|---|---|---|---|---|---|---|
| Breast | Avg | 9.836300E-01 | 9.785900E-01 | 9.785200E-01 | 9.812900E-01 | 9.815600E-01 | 9.785100E-01 | 9.812900E-01 |
| Stdv | 1.899500E-02 | 2.086600E-02 | 2.108200E-02 | 2.178700E-02 | 2.746800E-02 | 2.088900E-02 | 2.178700E-02 | |
| clean1 | Avg | 1.000000E+00 | 9.927200E-01 | 9.961500E-01 | 9.888900E-01 | 9.697800E-01 | 9.810100E-01 | 9.888800E-01 |
| Stdv | 0.000000E+00 | 1.534000E-02 | 1.216300E-02 | 1.789100E-02 | 2.366200E-02 | 2.619500E-02 | 1.791900E-02 | |
| heartandlung | Avg | 9.875000E-01 | 9.607100E-01 | 9.750000E-01 | 9.875000E-01 | 9.750000E-01 | 9.625000E-01 | 9.750000E-01 |
| Stdv | 3.952800E-02 | 6.344200E-02 | 5.270500E-02 | 3.952800E-02 | 5.270500E-02 | 6.038100E-02 | 5.270500E-02 | |
| Breastcancer | Avg | 9.936600E-01 | 9.914400E-01 | 9.955100E-01 | 9.913000E-01 | 9.913500E-01 | 9.914300E-01 | 9.915300E-01 |
| Stdv | 1.416800E-02 | 1.104800E-02 | 9.476900E-03 | 1.123100E-02 | 1.117200E-02 | 1.480000E-02 | 1.469800E-02 | |
| German | Avg | 8.328400E-01 | 8.310200E-01 | 8.309300E-01 | 8.305900E-01 | 8.244400E-01 | 8.281300E-01 | 8.307500E-01 |
| Stdv | 1.871200E-02 | 3.355200E-02 | 2.521300E-02 | 2.399400E-02 | 2.925500E-02 | 2.531500E-02 | 1.936000E-02 | |
| JPNdata | Avg | 9.336300E-01 | 8.872000E-01 | 9.211300E-01 | 8.957100E-01 | 9.086300E-01 | 8.944600E-01 | 9.082100E-01 |
| Stdv | 6.882100E-02 | 7.850300E-02 | 5.214500E-02 | 7.007000E-02 | 5.189600E-02 | 7.180900E-02 | 4.515900E-02 | |
| Vote | Avg | 9.509900E-01 | 8.482800E-01 | 9.252800E-01 | 9.166700E-01 | 9.083300E-01 | 8.942100E-01 | 8.896000E-01 |
| Stdv | 6.386300E-02 | 1.064700E-01 | 8.464500E-02 | 1.165600E-01 | 8.861800E-02 | 9.118600E-02 | 8.308600E-02 | |
| wdbc | Avg | 1.000000E+00 | 1.000000E+00 | 1.000000E+00 | 1.000000E+00 | 1.000000E+00 | 1.000000E+00 | 1.000000E+00 |
| Stdv | 0.000000E+00 | 0.000000E+00 | 0.000000E+00 | 0.000000E+00 | 0.000000E+00 | 0.000000E+00 | 0.000000E+00 | |
| heart | Avg | 9.443900E-01 | 9.327600E-01 | 9.254800E-01 | 9.287600E-01 | 9.259000E-01 | 9.095800E-01 | 9.151100E-01 |
| Stdv | 5.288800E-02 | 5.714400E-02 | 4.656200E-02 | 7.060400E-02 | 4.665800E-02 | 7.948400E-02 | 6.117800E-02 | |
| Parkinson | Avg | 9.611900E-01 | 9.387500E-01 | 9.494300E-01 | 9.436500E-01 | 9.452200E-01 | 9.574400E-01 | 9.545800E-01 |
| Stdv | 3.351600E-02 | 5.425700E-02 | 3.863600E-02 | 5.388800E-02 | 6.039700E-02 | 5.424800E-02 | 4.305300E-02 | |
| Sonar | Avg | 9.909100E-01 | 9.900000E-01 | 9.809100E-01 | 9.718200E-01 | 9.360600E-01 | 9.718200E-01 | 9.909100E-01 |
| Stdv | 2.874800E-02 | 3.162300E-02 | 4.030400E-02 | 6.246400E-02 | 7.319500E-02 | 4.544400E-02 | 2.874800E-02 | |
| thyroid_2class | Avg | 9.492100E-01 | 9.268900E-01 | 9.505100E-01 | 8.653800E-01 | 8.605600E-01 | 9.388900E-01 | 8.989300E-01 |
| Stdv | 6.642300E-02 | 1.045000E-01 | 9.102700E-02 | 9.978400E-02 | 1.339600E-01 | 1.080100E-01 | 9.085200E-02 | |
| Wielaw | Avg | 8.696100E-01 | 8.554800E-01 | 8.763600E-01 | 8.539300E-01 | 8.753700E-01 | 8.205300E-01 | 9.003300E-01 |
| Stdv | 9.071400E-02 | 1.186900E-01 | 1.118200E-01 | 8.504900E-02 | 7.338400E-02 | 9.303300E-02 | 1.108200E-01 | |
| Mean_rank | 1.00 | 4.15 | 4.00 | 4.00 | 4.77 | 5.54 | 3.62 | |
| Rank | 1 | 5 | 3 | 3 | 6 | 7 | 2 | |