Table 1 Average results of the proposed boosting algorithms.
MWAEoverall (g) | MAPEoverall (%) | RMSEoverall (g) | |
|---|---|---|---|
XGBoost (proposed model) | 3.93 | 3.73 | 6.05 |
CatBoost | 16.15 | 16.44 | 22.19 |
LightGBM | 13.93 | 12.94 | 21.26 |
MWAEoverall (g) | MAPEoverall (%) | RMSEoverall (g) | |
|---|---|---|---|
XGBoost (proposed model) | 3.93 | 3.73 | 6.05 |
CatBoost | 16.15 | 16.44 | 22.19 |
LightGBM | 13.93 | 12.94 | 21.26 |