Diabetes Detection on MIMIC-III
82.56AUCRioGNN
Evaluation results
| Method | Links | ||
|---|---|---|---|
| RioGNNTraining Ratio=40%2021.04 | 82.56 | 74.01 | |
| CARE-GNNTraining Ratio=40%2021.04 | 81.26 | 72.68 | |
| RioGNNTraining Ratio=20%2021.04 | 81.23 | 72.93 | |
| RioGNNTraining Ratio=10%2021.04 | 80.92 | 72.64 | |
| CARE-GNNTraining Ratio=20%2021.04 | 80.81 | 72.08 | |
| CARE-GNNTraining Ratio=10%2021.04 | 80.22 | 71.58 | |
| RioGNNTraining Ratio=5%2021.04 | 79.23 | 71.23 | |
| CARE-GNNTraining Ratio=5%2021.04 | 77.64 | 69.17 | |
| Policy-GNNTraining Ratio=40%2021.04 | 69.59 | 69.02 | |
| Policy-GNNTraining Ratio=20%2021.04 | 69.01 | 68.32 | |
| Policy-GNNTraining Ratio=10%2021.04 | 68.55 | 67.11 | |
| GraphNASTraining Ratio=40%2021.04 | 68.05 | 67.93 | |
| Policy-GNN^HTraining Ratio=40%2021.04 | 67.98 | 68.18 | |
| HSGNNTraining Ratio=40%2021.04 | 67.87 | 65.39 | |
| GraphNASTraining Ratio=20%2021.04 | 67.79 | 67.31 | |
| Policy-GNN^HTraining Ratio=20%2021.04 | 67.7 | 67.12 | |
| Policy-GNNTraining Ratio=5%2021.04 | 67.45 | 64.73 | |
| GraphNASTraining Ratio=10%2021.04 | 67.4 | 66.88 | |
| Policy-GNN^HTraining Ratio=10%2021.04 | 67.19 | 66.05 | |
| Policy-GNN^HTraining Ratio=5%2021.04 | 66.3 | 63.28 | |
| GraphSAGETraining Ratio=10%2021.04 | 66.28 | 63.88 | |
| GraphSAGETraining Ratio=5%2021.04 | 65.91 | 63.8 | |
| GraphSAGETraining Ratio=20%2021.04 | 65.82 | 63.82 | |
| GraphNASTraining Ratio=5%2021.04 | 65.76 | 64.28 | |
| HSGNNTraining Ratio=10%2021.04 | 65.68 | 63.87 | |
| GraphNAS^HTraining Ratio=40%2021.04 | 65.59 | 65.14 | |
| GCNTraining Ratio=10%2021.04 | 65.39 | 61.24 | |
| GCNTraining Ratio=5%2021.04 | 65.37 | 60.85 | |
| GraphSAGETraining Ratio=40%2021.04 | 65.34 | 63.99 | |
| GraphNAS^HTraining Ratio=10%2021.04 | 65.28 | 63.94 | |
| GCTTraining Ratio=40%2021.04 | 65.14 | 62.25 | |
| GCNTraining Ratio=40%2021.04 | 65.13 | 60.99 | |
| HANTraining Ratio=40%2021.04 | 65.13 | 63.02 | |
| GraphNAS^HTraining Ratio=20%2021.04 | 65.08 | 64.05 | |
| HSGNNTraining Ratio=20%2021.04 | 65.03 | 64.08 | |
| HANTraining Ratio=20%2021.04 | 64.94 | 62.38 | |
| GCNTraining Ratio=20%2021.04 | 64.93 | 60.31 | |
| GCTTraining Ratio=20%2021.04 | 64.33 | 61.39 | |
| GATTraining Ratio=40%2021.04 | 64.26 | 63.45 | |
| GraphNAS^HTraining Ratio=5%2021.04 | 64.03 | 62.18 | |
| GATTraining Ratio=5%2021.04 | 63.67 | 62.13 | |
| GCTTraining Ratio=10%2021.04 | 63.45 | 61.23 | |
| HSGNNTraining Ratio=5%2021.04 | 63.27 | 61.24 | |
| HANTraining Ratio=10%2021.04 | 63.26 | 61.27 | |
| GATTraining Ratio=20%2021.04 | 63.11 | 63.12 | |
| GATTraining Ratio=10%2021.04 | 63.09 | 62.75 | |
| GCTTraining Ratio=5%2021.04 | 62.97 | 60.08 | |
| HANTraining Ratio=5%2021.04 | 62.79 | 61.15 |