Table 1 Error comparison of prediction results of each model before optimization.
From: Comparative study of machine learning methods for carbon metering in power generation enterprises
Model | RMSE | MAE | R2 | MAPE | Accuracy |
|---|---|---|---|---|---|
Linear regression | 487.94 | 329.61 | 0.94 | 8.2% | 41% |
XGBoost | 559.69 | 357.07 | 0.93 | 8.14% | 45.3% |
LSTM | 1960 | 1647 | 0.082 | 43.8% | 42.8% |
