Electricity Consumption Forecasting on Dataset 2
464.93MAE (kWh)WSB
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| WSBModel Category=Proposed Models2026.05 | 464.93 | 18.72 | |
| GA-LSTMModel Category=Proposed Models2026.05 | 466.92 | 18.8 | |
| GA-RFModel Category=Proposed Models2026.05 | 529 | 21.57 | |
| GA-XGBoostModel Category=Proposed Models2026.05 | 567.83 | 23.36 | |
| GA-CNNModel Category=Other Artificial Neural Network Models2026.05 | 633.16 | 25.68 | |
| Holt-Winters MultiplicativeModel Category=Traditional Time Series Models2026.05 | 668.62 | 26.77 | |
| GA-ESNModel Category=Other Artificial Neural Network Models2026.05 | 681.58 | 28.62 | |
| GA-SVRModel Category=Proposed Models2026.05 | 752.5 | 32.68 | |
| Exponential SmoothingModel Category=Traditional Time Series Models2026.05 | 771.36 | 30.42 | |
| ARIMAModel Category=Traditional Time Series Models2026.05 | 774.48 | 30.47 | |
| Holt-Winters AdditiveModel Category=Traditional Time Series Models2026.05 | 867.29 | 33.26 | |
| Double Exponential SmoothingModel Category=Traditional Time Series Models2026.05 | 1,158.58 | 41.59 |