| Data | L2_Boost | AdaBoost | LogitBoost | QBC | SQBC |
| Colon | 10 (16.13%) | 14 (22.58%) | 13 (20.97%) | 15 (24.19%) | 11 (17.74%) |
| Leukemia | 5 (6.944%) | 3 (4.167%) | 3 (4.167%) | 13 (18.06%) | 4 (5.556%) |