This is a helper function that constructs a default random forest mlr3::LearnerRegr which is for example used in default_surrogate.
Constructs a ranger learner “"regr.ranger"” with num.trees = 100, keep.inbag = TRUE and
se.method = "jack".
Arguments
- noisy
(logical(1))
Whether the learner will be used in a noisy objective function scenario. Currently has no effect.
See also
Other mbo_defaults:
default_acqfunction(),
default_acqoptimizer(),
default_gp(),
default_loop_function(),
default_result_assigner(),
default_surrogate(),
mbo_defaults