Web Reference: Apr 13, 2025 · In R, the recipes package provides a powerful and flexible framework for defining and applying preprocessing steps. In this blog post, we’ll explore how to use recipes to preprocess data for machine learning, step by step. The recipes package can be used to create design matrices for modeling and to conduct preprocessing of variables. It is meant to be a more extensive framework that R's formula method. Basics Get your data ready for modeling using ‘pipable’ sequences of feature engineering steps with recipes.
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