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Patient-Level Test Results of Predictions Models
| Model | Accuracy | Precision (SI) | Recall (SI) | F1-Score (SI) |
|---|---|---|---|---|
| TF-IDF Logistic Regression | 0.93 | 0.90 | 1.00 | 0.95 |
| TF-IDF SVM | 0.83 | 0.79 | 1.00 | 0.88 |
| CNN (Random) | 0.90 | 0.86 | 1.00 | 0.93 |
| CNN (word2vec) | 0.90 | 0.86 | 1.00 | 0.93 |
| Rule-Based Approach | 0.73 | 0.72 | 0.95 | 0.82 |
