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Comparison of different algorithms for predicting five-year survival of patients with esophageal squamous cell carcinoma.
| Algorithm | 10-fold cross-validation accuracy | |
|---|---|---|
| Eleven indicators | All indicators | |
| IAOA-DBN | 89.66% | 88.13% |
| AOA-DBN | 87.46% | 86.24% |
| SSA-DBN | 88.14% | 86.93% |
| PSO-DBN | 86.78% | 85.46% |
| BES-DBN | 87.29% | 86.12% |
| IAOA-SVM | 86.27% | 85.19% |
| IAOA-BPNN | 86.61% | 85.32% |
