Table 3.
Average of error evaluation metrics.
| Dataset | LSTM | GRU | Conv-LSTM | Bi-LSTM | Bi-GRU | Bi-Conv-LSTM |
|---|---|---|---|---|---|---|
| New Cases 1-day AU | 0.49265 | 0.494675 | 0.71 | 0.49435 | 0.4927 | 0.548825 |
| New Cases 3-day AU | 0.723475 | 0.732625 | 0.66365 | 0.72595 | 0.71915 | 1.19685 |
| New Cases 7-day AU | 1.170475 | 2.074175 | 1.691325 | 1.18285 | 1.1824 | 1.0894 |
| New Deaths 1-day AU | 0.941625 | 0.9237 | 3.38425 | 1.191925 | 0.699025 | 2.862275 |
| New Deaths 3-day AU | 1.900225 | 1.2567 | 3.971975 | 2.14865 | 1.7409 | 2.3506 |
| New Deaths 7-day AU | 0.33295 | 1.947175 | 3.420925 | 2.317075 | 2.025875 | 3.186675 |
| New Cases 1-day IR | 0.6287 | 0.7975 | 1.594025 | 1.083375 | 0.6021 | 0.93275 |
| New Cases 3-day IR | 1.136925 | 1.135425 | 1.8335 | 2.269875 | 1.088375 | 1.476 |
| New Cases 7-day IR | 2.275075 | 2.24805 | 1.8335 | 2.269875 | 2.124775 | 1.476 |
| New Deaths 1-day IR | 1.0377 | 0.852075 | 2.3332 | 1.088225 | 0.848625 | 0.955325 |
| New Deaths 3-day IR | 1.181725 | 1.179825 | 1.6878 | 1.01305 | 1.1625 | 0.815625 |
| New Deaths 7-day IR | 2.230575 | 2.3831 | 2.56875 | 2.0219 | 2.50665 | 1.22895 |