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The classification performance of the Co-ABC algorithm with comparison to mRMR-ABC algorithm and ABC-SVM algorithm for Lymphoma cancer dataset.
| Number of genes | Classification accuracy |
||||||||
|---|---|---|---|---|---|---|---|---|---|
| Co-ABC |
mRMR-ABC |
ABC-SVM |
|||||||
| Best | Mean | Worst | Best | Mean | Worst | Best | Mean | Worst | |
| 2 | 100% | 99.1% | 98.48% | 86.36% | 86.36% | 86.36% | 86.36% | 86.36% | 86.36% |
| 3 | 100% | 100% | 100% | 93.93% | 90.90% | 86.36% | 89.39% | 87.87% | 86.36% |
| 5 | 100% | 100% | 100% | 100% | 96.96% | 93.93% | 96.96% | 92.42% | 90.90% |
