数据集 | 最优值 | 平均值 | ||||||||
DE | GWO | PSO | WOA | IMFO | DE | GWO | PSO | WOA | IMFO | |
Australian | 0.855 | 0.775 | 0.855 | 0.820 | 0.855 | 0.831 | 0.768 | 0.821 | 0.818 | 0.839 |
Breast cancer | 0.971 | 0.964 | 0.964 | 0.970 | 0.978 | 0.857 | 0.953 | 0.950 | 0.920 | 0.934 |
BreatEW | 0.991 | 1.000 | 0.991 | 0.991 | 1.000 | 0.984 | 0.981 | 0.981 | 0.981 | 0.989 |
HeartEW | 0.926 | 0.870 | 0.907 | 0.870 | 0.944 | 0.881 | 0.861 | 0.852 | 0.851 | 0.878 |
IonosphereEW | 0.986 | 0.957 | 0.986 | 0.967 | 0.986 | 0.975 | 0.957 | 0.969 | 0.967 | 0.981 |
Lymphography | 0.897 | 0.862 | 0.897 | 0.872 | 0.897 | 0.852 | 0.845 | 0.859 | 0.853 | 0.862 |
Segmentation | 0.833 | 0.667 | 0.810 | 0.767 | 0.833 | 0.717 | 0.583 | 0.693 | 0.689 | 0.738 |
SonarEW | 0.951 | 0.927 | 0.951 | 0.942 | 0.951 | 0.929 | 0.915 | 0.929 | 0.923 | 0.941 |
Vehicle | 0.716 | 0.254 | 0.728 | 0.373 | 0.734 | 0.533 | 0.254 | 0.521 | 0.314 | 0.579 |
Vote | 0.989 | 1.000 | 1.000 | 1.000 | 1.000 | 0.986 | 0.994 | 0.990 | 0.979 | 0.989 |
Wine | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.977 | 1.000 | 0.960 | 1.000 | 1.000 |
Zoo | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |