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Summary of the optimized parameters of the SVC models for Model10 and Model50, together with training and test sets information and performance of predictions.
| Cutoff (μg/mL) | Model10 | Model50 |
|---|---|---|
| γ | 0.25 | 0.50 |
| v | 0.25 | 0.25 |
| AUC | 0.93 | 0.91 |
| Accuracy | 0.86 | 0.83 |
| Training set (positive) | 9402 (50.0%) | 9463 (23.2%) |
| Test set (positive) | 2377 (51.2%) | 2316 (23.9%) |
