| 数据集 | MK-LSSVM | FR-FMKLSSVM | ED-FMKLSSVM | KS-FMKLSSVM | 
| Abalonel | 66.72 | 97.11 | 94.79 | 119.86 | 
| bupa | 0.44 | 0.63 | 0.70 | 0.78 | 
| hepatitis | 0.34 | 0.52 | 0.53 | 0.57 | 
| lymphography | 0.34 | 0.54 | 0.49 | 0.49 | 
| Parkinsons | 0.47 | 0.67 | 0.63 | 0.69 | 
| sonar | 0.95 | 1.01 | 1.32 | 1.09 | 
| Wilt | 1.00 | 1.49 | 1.58 | 2.07 | 
| Winequality | 9.69 | 14.5 | 14.86 | 18.96 | 
| 平均 | 9.99 | 14.56 | 14.36 | 18.06 |