Table 1 Average results of the proposed boosting algorithms.

From: A novel approach to estimate the weight of food items based on features extracted from an image using 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