| 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 |