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Table 7 Summary of included data and methods in evaluated scenarios

From: Load forecasting for energy communities: a novel LSTM-XGBoost hybrid model based on smart meter data

Scenario Standard Load Profiles LSTM Smart meter data XGB finetuning
SLP Yes No No No
LSTM No Yes No No
LSTM SM No Yes Yes No
LSTM SM XGB No Yes Yes Yes