| 数据集 | F1值 | ||
| NB | IWNB | EAWIWNB | |
| Hayes roth | 0.7916667 | 0.7916667 | 0.8100665 |
| Breast cancer | 0.8539326 | 0.8636364 | 0.8666667 |
| Dermatology | 0.9505495 | 0.9505495 | 0.9629630 |
| Lymphography | 0.8036636 | 0.8944193 | 0.9181287 |
| Mammographic | 0.8157895 | 0.8157895 | 0.8387097 |
| Somerville happiness survey | 0.6206897 | 0.5925926 | 0.6666667 |