Use predicted rsquared to determine how well the model predicts responses for new observations. Larger values of predicted R2 indicate models of greater predictive ability.
pred_rsq(model)
lm
Predicted Rsquare
model <- lm(mpg ~ disp + hp + wt + qsec, data = mtcars) pred_rsq(model)#> [1] 0.771