getLearnerCPO {mlrCPO}

Get the CPO Associated with a Learner

Description

Returns the (outermost) chain of CPOs that are part of a Learner. This is useful to inspect the preprocessing done by a learner object.

If there are hidden CPOs (e.g. if a learner has CPOs, but is then wrapped by a TuneWrapper), this function can not retrieve these CPOs, but it will emit a warning if warn.buried is TRUE.

The retrieved CPOs will have the hyperparameter set according to the hyperparameter settings of the Learner.

This function is complementary to getLearnerBare.

Usage

getLearnerCPO(learner, warn.buried = TRUE)

Arguments

learner

[Learner]
The learner to query

warn.buried

[logical(1)]
Whether to warn about CPOs that could not be retrieved.

Value

[CPO]. The (possibly composite) CPO found attached to learner.

See Also

Other CPOLearner related: CPOLearner, attachCPO(), getLearnerBare()