mlr_tuners | R Documentation |
A simple mlr3misc::Dictionary storing objects of class Tuner.
Each tuner has an associated help page, see mlr_tuners_[id]
.
This dictionary can get populated with additional tuners by add-on packages.
For a more convenient way to retrieve and construct tuner, see tnr()
/tnrs()
.
R6::R6Class object inheriting from mlr3misc::Dictionary.
See mlr3misc::Dictionary.
as.data.table(dict, ..., objects = FALSE)
mlr3misc::Dictionary -> data.table::data.table()
Returns a data.table::data.table()
with fields "key", "label", "param_classes", "properties" and "packages" as columns.
If objects
is set to TRUE
, the constructed objects are returned in the list column named object
.
Sugar functions: tnr()
, tnrs()
Other Tuner:
Tuner
,
mlr_tuners_cmaes
,
mlr_tuners_design_points
,
mlr_tuners_gensa
,
mlr_tuners_grid_search
,
mlr_tuners_internal
,
mlr_tuners_irace
,
mlr_tuners_nloptr
,
mlr_tuners_random_search
as.data.table(mlr_tuners)
mlr_tuners$get("random_search")
tnr("random_search")
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