Energy Informatics

Table 3 Baseline neural networks

From: Evaluation of neural networks for residential load forecasting and the impact of systematic feature identification

Metric	FFN	RNN	LSTM	GRU
MAE	8.82 kWh	8.88 kWh	8.66 kWh	8.68 kWh
MAPE	10.31%	10.4%	10.16%	10.14%
RMSE	11.36 kWh	11.36 kWh	11.19 kWh	11.06 kWh
Adjusted R²	0.867	0.868	0.872	0.875

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