| 数据集 | 算法 | 平均错误率 | 平均特征数 |
| Wine | Relief | 0.0245 | 3.0 |
| ReliefF | 0.0246 | 3.0 | |
| RF-MI | 0.0234 | 2.8 | |
| TLBO | 0.0258 | 5.0 | |
| ITLBOA | 0.0221 | 2.7 | |
| Libras | Relief | 0.2647 | 32.7 |
| ReliefF | 0.2634 | 32.8 | |
| RF-MI | 0.2571 | 31.6 | |
| TLBO | 0.2684 | 33.4 | |
| ITLBOA | 0.2425 | 32.0 | |
| Muskl | Relief | 0.1257 | 63.4 |
| ReliefF | 0.1278 | 62.8 | |
| RF-MI | 0.1198 | 62.5 | |
| TLBO | 0.1174 | 63.0 | |
| ITLBOA | 0.1081 | 62.1 | |
| LVST | Relief | 0.1045 | 127.5 |
| ReliefF | 0.1026 | 125.6 | |
| RF-MI | 0.1011 | 125.4 | |
| TLBO | 0.0952 | 125.8 | |
| ITLBOA | 0.0926 | 122.0 | |
| WBCD | Relief | 0.0308 | 4.9 |
| ReliefF | 0.0297 | 5.1 | |
| RF-MI | 0.0291 | 4.8 | |
| TLBO | 0.0295 | 5.5 | |
| ITLBOA | 0.0084 | 4.5 | |
| Spectf | Relief | 0.1451 | 11.0 |
| ReliefF | 0.1412 | 11.2 | |
| RF-MI | 0.1436 | 10.6 | |
| TLBO | 0.1414 | 13.2 | |
| ITLBOA | 0.1302 | 10.4 |