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Table 6 Final XGBoost parameters for peak time and peak load model

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

Parameter Value peak time model Value peak load model
N estimators 87 929
Max depth 41 96
Learning rate 0.18 0.43
Subsample 0.88 0.46
Colsample bytree 0.75 0.88
Min child weight 4 0.05
Gamma 10 2