| 噪声数量 | 分类精度 | |||
| 集群 | 决策树 | 贝叶斯 | KNN | |
| 0 | 0.998 | 0.998 | 0.998 | 0.997 |
| 10 | 0.998 | 0.978 | 0.990 | 0.998 |
| 20 | 0.997 | 0.951 | 0.981 | 0.996 |
| 30 | 0.998 | 0.929 | 0.98 | 0.995 |
| 40 | 0.998 | 0.92 | 0.988 | 0.983 |
| 50 | 1.000 | 0.898 | 0.989 | 0.994 |