Research Article
Hybrid Binary Imperialist Competition Algorithm and Tabu Search Approach for Feature Selection Using Gene Expression Data
Table 9
The number of selected genes from datasets between HICATS and IBPSO.
| Datasets | HICATS | IBPSO | Genes selected | Percentage of genes selected | Genes selected | Percentage of genes selected |
| 9_Tumors | 259 | 0.045 | 2941 | 0.51 | 11_Tumors | 287 | 0.022 | 3206 | 0.26 | Brain_Tumor 1 | 6 | 0.001 | 754 | 0.13 | Brain_Tumor 2 | 3 | 0.0003 | 1197 | 0.12 | Leukemia 1 | 3 | 0.0006 | 1034 | 0.19 | Leukemia 2 | 5 | 0.0004 | 1292 | 0.12 | Lung_Cancer | 7 | 0.0005 | 1897 | 0.15 | SRBCT | 9 | 0.004 | 431 | 0.19 | Prostate_Tumor | 5 | 0.0005 | 1294 | 0.12 | DLBCL | 3 | 0.0005 | 1042 | 0.19 |
| Average | 5 | 0.00097 | 1117.6 | 0.15 |
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