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Classification accuracies of the five Relief algorithms on the four gene expression datasets.
| Datasets | ReliefF | MD-SW ReliefF | ReliefF + NRS | Relief-ELM | RFACO-GS |
|---|---|---|---|---|---|
| Colon cancer | 78.8% | 78.4% | 56.4% | 64.8% | 94.0% |
| Leukemia | 91.5% | 94.4% | 56.3% | 65.2% | 95.8% |
| Lung | 96.2% | 94.1% | 91.9% | 54.4% | 99.5% |
| Prostate | 93.3% | 96.4% | 64.2% | 57.9% | 89.2% |
| Average | 90.0% | 90.8% | 67.2% | 60.6% | 94.6% |
