Energy Forecasting on Region C Mixed Texas 14-day window (test)
9.51NRMSEXGBoost
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| XGBoostInference [ms]=5.8312026.05 | 9.51 | 0.0525 | 0.0793 | |
| ARIMA (AR(24))Inference [ms]=0.0352026.05 | 9.54 | 0.0514 | 0.0787 | |
| ARIMA + VQKInference [ms]=0.0482026.05 | 9.88 | 0.0538 | 0.0814 | |
| LSTM (2 layers)Inference [ms]=0.3182026.05 | 12.21 | 0.0663 | 0.0991 | |
| PersistenceInference [ms]=0.0032026.05 | 29.81 | 0.1693 | 0.2587 |