Table 2.
Performance comparison of ablation experiments.
| Models | Running time | MAE | RMSE | MAPE % |
|---|---|---|---|---|
| (s/epoch) | ||||
| No MGF in MetaGCN | 0.6317 | 2.96 | 3.82 | 4.86 |
| No COVID-19 data | 0.6440 | 2.97 | 3.78 | 4.84 |
| No ML in MetaGCN | 0.6052 | 2.77 | 3.59 | 4.56 |
| No MGF in MetaTCM | 0.6403 | 2.75 | 3.54 | 4.35 |
| No hubness | 0.6389 | 2.75 | 3.56 | 4.40 |
| No pp COVID-19 data | 0.6716 | 2.72 | 3.51 | 4.34 |
| No ML in MetaTCM | 0.6188 | 2.68 | 3.43 | 4.22 |
| DeepMeta-TRI | 0.6449 | 2.63 | 3.39 | 4.20 |