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Evaluation results of deep learning models
| RMSE | MAE | R2 | CRM | |
|---|---|---|---|---|
| Bi-LSTM with lockdown | 245.1 | 176.02 | 0.996 | − 0.0003 |
| Bi-LSTM with lockdown (only Qatar data) | 258.24 | 175.22 | 0.996 | − 0.0016 |
| Bi-LSTM without lockdown | 389.6 | 321.9 | 0.981 | − 0.00065 |
| LSTM with lockdown | 373.03 | 325.6 | 0.99 | − 0.00061 |
| LSTM without lockdown | 380.19 | 349.03 | 0.977 | 0.0071 |
