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Average AUROC of mortality prediction on all of the patients in MIMIC-III (with standard deviation). The highest accuracy is bolded.
| Algorithm | AUROC |
|---|---|
| HIC | 0.887 ± 0.004 |
| DDL (Fu et al., 2019) | 0.819 ± 0.004 |
| MI | 0.799 ± 0.003 |
| SVM-RFE | 0.726 ± 0.006 |
| RF Gini | 0.754 ± 0.006 |
| ReliefF | 0.776 ± 0.005 |
| SURF | 0.782 ± 0.003 |
| MultiSURF | 0.808 ± 0.003 |
