Research Article
An Innovative Excited-ACS-IDGWO Algorithm for Optimal Biomedical Data Feature Selection
Table 11
Overall ranking of considered algorithms.
| | Algorithm | Measures | Datasets | | Ovarian Cancer | Breast Cancer Wisconsin (diagnostic) | Breast Cancer Wisconsin (prognosis) | SPECTF Heart | CNS | Colon | Sum of ranks | Overall rank | Total sum | Final ranks |
| | EACSIDGWO | | 1 | 2 | 1 | 1 | 1 | 1 | 7 | 1 | 37 | 1 | | 1 | 1 | 1 | 1 | 1 | 1 | 6 | 1 | | 1 | 1 | 1 | 1 | 1 | 1 | 6 | 1 | | 1 | 1 | 1 | 1 | 1 | 1 | 6 | 1 | | 1 | 1 | 1 | 1 | 1 | 1 | 6 | 1 | | 1 | 1 | 1 | 1 | 1 | 1 | 6 | 1 |
| | EBCS | | 2 | 1 | 2 | 3 | 3 | 2 | 13 | 2 | 84 | 2 | | 2 | 1 | 2 | 2 | 2 | 2 | 11 | 2 | | 2 | 2 | 2 | 3 | 3 | 2 | 14 | 2 | | 3 | 2 | 2 | 2 | 2 | 4 | 15 | 2 | | 2 | 1 | 2 | 3 | 3 | 5 | 16 | 2 | | 2 | 2 | 2 | 2 | 2 | 5 | 15 | 2 |
| | BACO | | 2 | 4 | 4 | 4 | 2 | 2 | 18 | 4 | 138 | 5 | | 3 | 4 | 5 | 3 | 3 | 2 | 20 | 4 | | 3 | 5 | 5 | 5 | 4 | 4 | 26 | 5 | | 5 | 4 | 5 | 4 | 5 | 2 | 25 | 5 | | 5 | 2 | 3 | 5 | 3 | 2 | 20 | 3 | | 5 | 5 | 5 | 5 | 5 | 4 | 29 | 5 |
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