Table 5.
Best, worst, and mean results on different datasets by the proposed algorithm.
| Dataset | Accuracy (%) | Features | Stages | ||||||
|---|---|---|---|---|---|---|---|---|---|
| Best | Worst | Mean std | Best | Worst | Mean | Min | Max | Average | |
| Lung cancer | 100.0 | 100.0 | 100 0.00 | 6 | 26 | 12.1 | 8 | 15 | 12 |
| 11 tumor | 90.0 | 80.00 | 87.00 3.49 | 59 | 1521 | 430.6 | 3 | 8 | 5.5 |
| Leukemia 2 | 100.0 | 100.0 | 2 | 8 | 5.6 | 10 | 15 | 11.9 | |
| Prostate | 100.0 | 100.0 | 4 | 13 | 6.4 | 10 | 14 | 12 | |
| Brain tumor 2 | 100.0 | 80.00 | 3 | 18 | 6.5 | 9 | 15 | 12.4 | |
| Brain tumor 1 | 89.0 | 89.00 | 2 | 26 | 7.3 | 9 | 12 | 10.7 | |
| 9 tumor | 77.77 | 55.55 | 5 | 355 | 108 | 4 | 12 | 8.1 | |
| DLBCL | 100.0 | 100.0 | 3 | 14 | 6.0 | 10 | 13 | 10.5 | |
| Leukemia 1 | 100.0 | 100.0 | 4 | 10 | 6.1 | 9 | 13 | 10.9 | |
| SRBCT | 100.0 | 100.0 | 3 | 26 | 10.4 | 7 | 12 | 9.1 | |