Research Article
[Retracted] PSO-Based Evolutionary Approach to Optimize Head and Neck Biomedical Image to Detect Mesothelioma Cancer
Table 1
Number of features under different algorithms.
| Algorithm | Data dimension | Accuracy | Dimensionality reduction | Running time (s) |
| Not dimensionally reduced | 1385 | 0.55 | 0 | 8.61 | PCA | 100 | 0.64 | 0.92 | 7.03 | ReliefF | 110 | 0.78 | 0.94 | 1.89 | WOA-SA | 595 | 0.71 | 0.59 | 51.04 | BPSO | 725 | 0.64 | 0.47 | 31.45 | HBPSO | 670 | 0.75 | 0.53 | 21.93 | Relief-BPSO | 40 | 0.86 | 0.93 | 17.08 | Relief-HBPSO | 24 | 0.87 | 0.98 | 11.06 |
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