Table 1 Performance comparison of various regression models.
From: Reliable and efficient solar radiation estimation with the insights of XAI
Model | R2-score | MAE | MSE |
|---|---|---|---|
DTRr | 0.7882 | 0.3152 | 1.348 |
RFR | 0.9028 | 0.6198 | 1.828 |
GBR | 0.891 | 0.2156 | 0.6956 |
ABR | 0.8289 | 0.2792 | 1.091 |
XGBR | 0.7098 | 0.3710 | 1.857 |
