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r-mlr3fselect

Feature selection for mlr3

This package is a feature selection package of the mlr3 ecosystem. It selects the optimal feature set for any mlr3 learner. The package works with several optimization algorithms e.g. random search, Recursive feature elimination, and genetic search. Moreover, it can automatically optimize learners and estimate the performance of optimized feature sets with nested resampling.

Installation

Install the latest version of r-mlr3fselect as follows:

guix install r-mlr3fselect

Or install a particular version:

guix install r-mlr3fselect@1.0.0

You can also install packages in augmented, pure or containerized environments for development or simply to try them out without polluting your user profile. See the guix shell documentation for more information.

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