Table 5 Forecast accuracy metrics.
From: Neural networks to model COVID-19 dynamics and allocate healthcare resources
Model | MAE | RMSE | MAPE (%) | R² |
|---|---|---|---|---|
ARIMA | 12.4 | 18.5 | 14.3 | 0.89 |
STL + Regression | 14.2 | 20.3 | 16.8 | 0.86 |
Random Forest | 10.8 | 17.1 | 12.7 | 0.92 |
From: Neural networks to model COVID-19 dynamics and allocate healthcare resources
Model | MAE | RMSE | MAPE (%) | R² |
|---|---|---|---|---|
ARIMA | 12.4 | 18.5 | 14.3 | 0.89 |
STL + Regression | 14.2 | 20.3 | 16.8 | 0.86 |
Random Forest | 10.8 | 17.1 | 12.7 | 0.92 |
