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The caret Package

The caret package (short for Classification And REgression Training) is a set of functions that attempt to streamline the process for creating predictive models. The package contains tools for:

  • data splitting
  • pre-processing
  • feature selection
  • model tuning using resampling
  • variable importance estimation

as well as other functionality.

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