Table 4.
The SVM, NB, DA, and their average (AVG) classification error rates of non-dominated solution of NSGA, MOPSO, MOPSO-M, and MOPSO-GDM in five frequency bands combination.
| The classification error rate of non-dominated solution | |||||||
|---|---|---|---|---|---|---|---|
| SVM | NB | DA | AVG error rate of 3 classifiers | ||||
| AVG | Var | AVG | Var | AVG | Var | ||
| NSGA | 0.0407 | 0.00091 | 0.1449 | 0.00433 | 0.0771 | 0.00262 | 0.0876 |
| (4.51e-05-0.0067) | (0.00051-0.0101) | (9.78e-08-0.0055) | |||||
| MOPSO | 0.0151 | 0.00018 | 0.1534 | 0.0045 | 0.074 | 0.00348 | 0.0808 |
| (4.69e-05-0.0012) | (0.00157-0.0076) | (0.00016-0.0586) | |||||
| MOPSO-M | 0.0108 | 0.00019 | 0.1481 | 0.00419 | 0.0772 | 0.00359 | 0.0787 |
| (4.68e-05-0.0015) | (0.00163-0.0097) | (0.00018-0.0586) | |||||
| MOPSO-GDM | 0.0121 | 0.00022 | 0.143 | 0.00396 | 0.0755 | 0.00255 | 0.0769 |
| (4.69e-05-0.0044) | (0.0019-0.0093) | (0.00016-0.0089) | |||||