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Comparative analysis of the performance of multiple classifiers in distinguishing between benign and malignant tissue. The performance metrics are for the external test dataset.
| Models | Accuracy | Precision | Recall | F1-Score |
|---|---|---|---|---|
| SVM | 88.2% | 83.1% | 92.6% | 87.6% |
| LR | 87.9% | 82.2% | 92.1% | 87.3% |
| Bagging Tree | 91.3% | 87.5% | 94.7% | 91.0% |
| Boosting Tree | 93.5% | 92.9% | 94.1% | 93.5% |
| DC-BiLSTM | 89.2% | 88.7% | 90.0% | 89.2% |
