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The number of feature genes and classification performance of various algorithms on different data sets.
| Lung | Colon | Leukemia | Prostate | |||||
|---|---|---|---|---|---|---|---|---|
| Number | Rate | Number | Rate | Number | Rate | Number | Rate | |
| ODP | 2880 | 84.62 | 2000 | 81.10 | 7129 | 94.44 | 12600 | 61.90 |
| SNRS | 6 | 85.44 | 15 | 82.26 | 4 | 97.36 | 5 | 91.18 |
| RF | 2880 | 86.37 | 2000 | 84.75 | 7129 | 90.18 | 12600 | 92.54 |
| SVM | 16 | 86.36 | 15 | 84.40 | 10 | 94.10 | 10 | 90.34 |
| SNRRF | 10 | 89.89 | 72 | 87.48 | 26 | 94.77 | 49 | 93.14 |
