Random Forest: Residuals $r_i$ in function of predicted value

It suggests that the predictions are shifted (biased) towards the average.

plot(md_rf, variable = "y_hat", yvariable = "residuals")

## `geom_smooth()` using method = 'gam' and formula = 'y ~ s(x, bs = "cs")'