Feature Selection for 'mlr3'

Implements methods for feature selection with 'mlr3', e.g. random search and sequential selection. Various termination criteria can be set and combined. The class 'AutoFSelector' provides a convenient way to perform nested resampling in combination with 'mlr3'.


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Reference manual

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install.packages("mlr3fselect")

0.4.0 by Marc Becker, 7 days ago


https://mlr3fselect.mlr-org.com, https://github.com/mlr-org/mlr3fselect


Report a bug at https://github.com/mlr-org/mlr3fselect/issues


Browse source code at https://github.com/cran/mlr3fselect


Authors: Marc Becker [aut, cre] , Patrick Schratz [aut] , Michel Lang [aut] , Bernd Bischl [aut]


Documentation:   PDF Manual  


LGPL-3 license


Imports bbotk, checkmate, data.table, lgr, mlr3, mlr3misc, mlr3pipelines, paradox, R6

Suggests genalg, rpart, testthat


See at CRAN