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. 2023 Jun 29;15:1160534. doi: 10.3389/fnagi.2023.1160534

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)