FeatureTerminatoR is an R package to remove unimportant variables from statistical and machine learning models automatically. The motivation for this package is simple, while there are many packages that do similar things, few of them perform automated removal of the features from your models. This was the motivation, plus having them all in one location to enable you to easily find them, otherwise you would be looking through Caret, Tidymodels and mlr3 documentation all day long.
The associated vignette is the best place to learn about all the features and how to use them in the model. Also, see the supporting GitHub for help with installation and getting started. The author provides the video presentation below to help get you familiar with how the package works:
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