mlr_boruta_filter: Custom mlr filter for Boruta

In leylabmpi/LeyLabRMisc: Ley Lab misc R functions, rmd templates, etc.

Custom mlr filter for Boruta

Description

A custom mlr filter that uses Boruta to select important features This function registers the "boruta.filter" filter to be used with makeFilterWrapper and other mlr filter functions.

Usage

mlr_boruta_filter()

Details

• target str; what is the target variable in the task object (default: 'Class')

• pValue float; see Boruta docs (default: 0.01)

• maxRuns int; see Boruta docs (default: 200)

• hostHistory bool; see Boruta docs (default: FALSE)

• withTentative bool; keep tentative features (default: TRUE)

• verbose bool; list features selected? (default: FALSE)

• mustKeep vector; features that cannot be filtered (default: NULL)

• threads int; number of threads to use for Boruta (default: 1)

Value

Nothing, but "boruta.filter" filter will be registered

leylabmpi/LeyLabRMisc documentation built on Nov. 3, 2022, 3:45 p.m.