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Results using US imaging features after the SMOTE technique in predicting long-term medical outcomes.
| Algorithms | Accuracy (%) | Sensitivity (%) | Specificity (%) | AUCROC |
|---|---|---|---|---|
| RF | 79.2 | 79.2 | 79.2 | 0.868 |
| NB | 64.6 | 41.7 | 87.5 | 0.642 |
| kNN | 79.2 | 70.8 | 87.5 | 0.818 |
| SVM | 75.0 | 70.8 | 79.2 | 0.750 |
| Mean performance | 74.5 | 65.6 | 83.4 | 0.769 |
Note: the best value for each evaluation metric is marked in bold.
