## ----------------------------------------------------------------------------- knitr::opts_chunk$set( message = FALSE, digits = 3, collapse = TRUE, comment = "#>" ) options(digits = 3) library(recipes) ## ----------------------------------------------------------------------------- library(recipes) car_recipe <- recipe(mpg ~ ., data = mtcars) |> step_log(disp, skip = TRUE) |> step_center(all_numeric_predictors()) |> prep(training = mtcars) # These *should* produce the same results (as they do for `hp`) bake(car_recipe, new_data = NULL) |> head() |> select(disp, hp) bake(car_recipe, new_data = mtcars) |> head() |> select(disp, hp)