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Electricity Load Forecasting on ICED/NASA POWER Chandigarh dataset 1-Hour Horizon (test)
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5.45
MAE (MW)
LSTM
5.0388
7.8144
10.59
13.3656
Jun 16, 2026
MAE (MW)
MAPE (%)
Updated 1mo ago
Evaluation Results
Method
Method
Links
MAE (MW)
MAPE (%)
LSTM
Formulation=Delta
2026.06
5.45
2.55
LightGBM
Formulation=Delta
2026.06
5.89
2.67
Transformer
Formulation=Delta
2026.06
7.37
3.5
LSTM
Formulation=Absolute
2026.06
13.05
5.67
LightGBM
Formulation=Absolute
2026.06
13.1
5.57
Transformer
Formulation=Absolute
2026.06
15.73
6.96
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