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Performance comparison for different classifiers.
| Method | Correct Rate | Sensitivity | Specificity | F1-score |
|---|---|---|---|---|
| RF | 92.52% | 93.78% | 87.50% | 95.26% |
| SVM RBF | 89.67% | 91.56% | 82.14% | 93.52% |
| SVM Linear | 86.12% | 89.19% | 74.58% | 91.03% |
| ANN | 91.10% | 92.00% | 87.50% | 94.31% |
| DT | 87.90% | 85.83% | 61.76% | 71.84% |
| LR | 85.40% | 88.31% | 68.29% | 77.03% |
| ML | 75.44% | 78.67% | 62.50% | 83.69% |
| LDA | 72.95% | 73.33% | 71.43% | 81.28% |
