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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 internal test dataset.
| Models | Accuracy | Precision | Recall | F1-Score |
|---|---|---|---|---|
| SVM | 96.1% | 95.3% | 96.9% | 96.1% |
| LR | 96.1% | 95.5% | 96.8% | 96.1% |
| Bagging Tree | 95.6% | 95.0% | 96.2% | 95.6% |
| Boosting Tree | 96.0% | 95.5% | 96.4% | 95.9% |
| DC-BiLSTM | 98.6% | 98.2% | 98.9% | 98.6% |
