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 |
|
|