| 数据集 | BA寻优(%) | 网格寻优(%) | ||||
| TP | TN | 准确率 | TP | TN | 准确率 | |
| Breast cancer | 98.78 | 89.96 | 94.38 | 88.57 | 85.24 | 87.45 |
| Ionosphere | 94.63 | 90.24 | 92.76 | 92.84 | 90.21 | 90.50 |
| Pima-Indian | 82.48 | 79.19 | 80.04 | 79.15 | 74.02 | 75.24 |
| Sonar | 96.42 | 91.74 | 92.10 | 79.98 | 97.41 | 90.98 |