Research Article
A Binary Superior Tracking Artificial Bee Colony with Dynamic Cauchy Mutation for Feature Selection
Table 6
The number of redundant features removed.
| ā | BSTABC-DCM | GABC | CLPSO | PSO | BSO | qABC | ABC | GWO |
| Breastcancerwisconsin | 1.4 | 2.0 | 1.0 | 3.0 | 2.8 | 2.0 | 2.2 | 2.0 | Diabetic retinopathy | 11.2 | 9.8 | 9.0 | 10.8 | 10.6 | 10.2 | 10.6 | 11 | Glass identification | 1.8 | 1.2 | 2.2 | 3 | 3 | 2.4 | 2.6 | 1.0 | Ionosphere | 22.6 | 21.4 | 17 | 18.6 | 21.2 | 21.4 | 19.8 | 20.4 | Movementlibras | 43 | 43.2 | 33.2 | 41.2 | 41.4 | 43.6 | 43.8 | 44.6 | Musk_1 | 81.2 | 83.8 | 81.2 | 75.2 | 78.8 | 84.2 | 81.4 | 81.5 | BreastCancerCombiadataR2 | 3.2 | 3.6 | 3.4 | 3.8 | 3.8 | 3.8 | 3.4 | 3.8 | Lung cancer | 24.6 | 25.6 | 18.6 | 24.2 | 24 | 24.6 | 25.8 | 26.2 | Pdspeechfeatures | 392.1 | 372.4 | 373.7 | 368.6 | 382.0 | 374.2 | 377.8 | 365 | Seeds | 3.2 | 4.0 | 3.6 | 3.2 | 4.2 | 4.2 | 4.0 | 4.0 | Optimal number | 3/584.3 | 0/567 | 0/542.9 | 3/551.6 | 3/571.8 | 3/570.6 | 2/571.4 | 3/559.5 |
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