recipes

Preprocessing and Feature Engineering Steps for Modeling

CRAN Package

A recipe prepares your data for modeling. We provide an extensible framework for pipeable sequences of feature engineering steps provides preprocessing tools to be applied to data. Statistical parameters for the steps can be estimated from an initial data set and then applied to other data sets. The resulting processed output can then be used as inputs for statistical or machine learning models.


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  • Depends1 package
  • Imports19 packages
  • Suggests19 packages
  • Reverse Depends6 packages
  • Reverse Imports30 packages
  • Reverse Suggests32 packages