Table 1 Comparison of different model performances for baseline models and HinSAGE.
From: Heterogeneous graph construction and HinSAGE learning from electronic medical records
| Â | AUROC (95% CI) | AUPRC (95% CI) |
|---|---|---|
RF | 0.67 [0.63, 0.70] | 0.11 [0.09, 0.12] |
ANN | 0.64 [0.60, 0.68] | 0.11 [0.09, 0.12] |
HinSAGE | 0.72 [0.71, 0.74] | 0.15 [0.14, 0.16] |
LR | 0.71 [0.67, 0.74] | 0.13 [0.12, 0.15] |
