From: Proposal of a new equation for estimating resting energy expenditure of acute kidney injury patients on dialysis: a machine learning approach
Models
R2
RMSE
Linear model with stepwise
0.28
569.24
Regularized linear model
0.26
578.44
SVM
0.38
530.05
Random forest
0.48
490.05
R part
0.36
566.61
GBM
535.88
XGBoost
0.45
499.75