Comparative performance of forecasting models
| Model | Mean absolute error (MAE) | Root mean squared error (RMSE) | R-Squared (R2) |
|---|---|---|---|
| Prophet | 2148.62 | 2784.91 | 0.861 |
| ARIMA | 2320.14 | 2912.35 | 0.814 |
| XGBoost | 1983.77 | 2539.68 | 0.889 |
| LSTM | 1911.20 | 2471.08 | 0.912 |
| Model | Mean absolute error (MAE) | Root mean squared error (RMSE) | |
|---|---|---|---|
| Prophet | 2148.62 | 2784.91 | 0.861 |
| ARIMA | 2320.14 | 2912.35 | 0.814 |
| XGBoost | 1983.77 | 2539.68 | 0.889 |
| LSTM | 1911.20 | 2471.08 | 0.912 |
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