Electricity Price Forecasting on Australian National Electricity Market (NEM) March 2025 (test)
26.17MAEKAN+XGBoost
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| KAN+XGBoost2026.05 | 26.17 | 81.9 | 49.8 | |
| XGBoostestimators=500, maximum tree depth=6, learning rate=0.052026.05 | 29.49 | 90.05 | 56.1 | |
| LSTMimplementation=sequence-to-sequence2026.05 | 30.9 | 86.9 | 58.8 | |
| KANarchitecture=two-layer, grid size=3, spline order=32026.05 | 33.49 | 89.61 | 63.8 | |
| SARIMAX2026.05 | 36.42 | 90.92 | 69.4 | |
| Naive2026.05 | 52.5 | 132.58 | 100 |