数据集 | 最优值 | 平均值 | ||||||||
DE | GWO | PSO | WOA | IMFO | DE | GWO | PSO | WOA | IMFO | |
Australian | 0.786 | 0.357 | 0.786 | 0.357 | 0.786 | 0.525 | 0.321 | 0.464 | 0.357 | 0.564 |
Breast cancer | 0.667 | 0.444 | 0.556 | 0.333 | 0.778 | 0.411 | 0.278 | 0.544 | 0.333 | 0.544 |
BreatEW | 0.267 | 0.133 | 0.400 | 0.033 | 0.167 | 0.147 | 0.083 | 0.297 | 0.033 | 0.085 |
HeartEW | 0.615 | 0.462 | 0.692 | 0.385 | 0.769 | 0.538 | 0.385 | 0.569 | 0.346 | 0.485 |
IonosphereEW | 0.000 | 0.000 | 0.178 | 0.118 | 0.265 | 0.038 | 0.226 | 0.000 | 0.059 | 0.149 |
Lymphography | 0.611 | 0.222 | 0.556 | 0.167 | 0.333 | 0.272 | 0.167 | 0.378 | 0.139 | 0.183 |
Segmentation | 0.667 | 0.222 | 0.556 | 0.333 | 0.667 | 0.378 | 0.111 | 0.333 | 0.222 | 0.400 |
SonarEW | 0.233 | 0.333 | 0.367 | 0.317 | 0.450 | 0.145 | 0.192 | 0.233 | 0.317 | 0.153 |
Vehicle | 0.722 | 0.056 | 0.778 | 0.000 | 0.778 | 0.450 | 0.056 | 0.486 | 0.000 | 0.522 |
Vote | 0.500 | 0.063 | 0.375 | 0.125 | 0.188 | 0.178 | 0.063 | 0.225 | 0.063 | 0.053 |
Wine | 0.462 | 0.308 | 0.538 | 0.462 | 0.538 | 0.331 | 0.308 | 0.400 | 0.304 | 0.462 |
Zoo | 0.188 | 0.063 | 0.375 | 0.000 | 0.125 | 0.047 | 0.031 | 0.119 | 0.000 | 0.013 |