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 |