| 数据集 | MK-LSSVM | FR-FMKLSSVM | ED-FMKLSSVM | KS-FMKLSSVM | 
| Abalonel | 63.14 | 78.81 | 81.17 | 82.26 | 
| bupa | 56.79 | 56.55 | 60.36 | 62.74 | 
| hepatitis | 63.42 | 65.00 | 60.79 | 67.89 | 
| lymphography | 55.00 | 62.22 | 55.83 | 64.17 | 
| Parkinsons | 67.50 | 75.63 | 83.75 | 85.63 | 
| sonar | 57.25 | 66.86 | 67.84 | 71.37 | 
| Wilt | 66.75 | 62.17 | 74.28 | 75.83 | 
| Winequality | 64.27 | 67.97 | 76.33 | 77.42 | 
| 平均 | 61.77 | 66.90 | 70.04 | 73.41 |