Research Article
mRMR-ABC: A Hybrid Gene Selection Algorithm for Cancer Classification Using Microarray Gene Expression Profiling
Table 4
The classification accuracy performance of the mRMR method with an SVM classifier for all microarray datasets.
| | Number of genes | Colon | Leukemia1 | Lung | SRBCT | Lymphoma | Leukemia2 |
| | 50 | 91.94% | 91.66% | 89.56% | 62.65% | 93.93% | 77.77% | | 100 | 93.55% | 97.22% | 95.83% | 91.44% | 98.48% | 86.11% | | 150 | 95.16% | 100% | 98.95% | 96.39% | 100% | 95.83% | | 200 | 96.77% | 100% | 100% | 97.59% | 100% | 98.61% | | 250 | 98.38% | 100% | 100% | 100% | 100% | 100% | | 300 | 98.38% | 100% | 100% | 100% | 100% | 100% | | 350 | 100% | 100% | 100% | 100% | 100% | 100% | | 400 | 100% | 100% | 100% | 100% | 100% | 100% |
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