What does "reg:linear" mean

#1

Hi,

What does “reg:linear” mean? Can this mode be used for nonlinear regression?

#2

In this context, “reg:linear” means that the squared loss is used.

loss = (true_label - pred_label)^2

Decision trees are nonlinear models, so “linear” does not mean you have to only use linear models.