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Comparisons of AUC for logistic regression, elastic net, random forest, and SVM models.
| AUROC | 95% CI | |
|---|---|---|
| Logistic regression | 0.71 | 0.594–0.827 |
| Elastic net | 0.71 | 0.594–0.827 |
| Random forest | 0.70 | 0.584–0.821 |
| SVM (linear) | 0.60 | 0.416–0.782 |
| SVM (radial) | 0.67 | 0.530–0.813 |
AUROC: area under the receiver-operating curve; CI: confidence interval; SVM: Support vector machine.
