Model

Average Residual (days)

Root Mean Squared Error (RMSE)

Regression Coefficient (R²)

Decision Tree

28.25

51.26

0.3697

Random Forest

18.8

34.12

0.7186

Gradient Boosting Machine

11.7

21.2

0.8908