Research Article
Cancer Feature Selection and Classification Using a Binary Quantum-Behaved Particle Swarm Optimization and Support Vector Machine
Table 4
Comparison of accuracy with the proposed algorithm, BPSO/SVM, and GA/SVM.
| Data set | BQPSO/SVM | BPSO/SVM | GA/SVM | Best | Mean | Best | Mean | Best | Mean |
| Leukemia | 100 | 100 | 100 | 100 | 100 | 99.61 | Prostate | 100 | 99.25 | 99.02 | 99.02 | 98.04 | 96.00 | Colon | 93.55 | 92.52 | 91.94 | 91.94 | 91.94 | 88.65 | Lung | 100 | 99.96 | 100 | 99.96 | 100 | 99.87 | Lymphoma | 100 | 99.79 | 100 | 99.74 | 98.70 | 98.18 |
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