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Mean predictive performance of different algorithms for the OPHS number.
|
Algorithms/
lag days (day)/ MAE |
1 | 3 | 7 | 14 |
|---|---|---|---|---|
| LR | 25.945 | 36.300 | 33.814 | 24.655 |
| Ridge | 6.440 | 6.717 | 6.781 | 7.014 |
| LASSO | 8.307 | 8.453 | 8.763 | 9.491 |
| SVR | 6.018 | 6.152 | 6.328 | 6.836 |
| RF | 6.280 | 5.995 | 6.398 | 7.790 |
The average daily OPHS number is 29.929.
