| UCI Database Classification Rate (%) | Research Comparison | |||||||||
| Roubos [1] | TSFR [2] | SC-BPN [3] | DDFC [4] | GA-BPN [5] | FRS-OC-GA [6] | HFRBCS [7] | Zhou [8] | FOF [14] | Ours | |
| Pima Indians Diabetes | / d | 73.23% | 72.55% | / | 77.71% | 65.04% | / | / | / | 75.13% |
| Wisconsin Breast Cancer | / | 96.91% | / | 96.82% | / | 96.49% | 91.07% | / | 100.00% | 98.10% |
| Glass | / | / | / | 66.03% | / | 50.76% | 61.73% | / | / | 72.43% |
| Wine | 99.44% | / | / | 91.22% | / | / | 91.60% | / | 99.20% | 100.00% |
| Iris | / | / | / | 96.11% | / | 98.02% | 94.93% | 98.67% | / | 98.67% |