step_dummy: step_dummy

In jkennel/hydrorecipes: Hydrogeology steps

step_dummy

Description

dummy encode a factor or factor like variable.

Usage

step_dummy(
  .rec,
  terms,
  one_hot = FALSE,
  role = "predictor",
  skip = FALSE,
  keep_original_cols = FALSE,
  ...
)

Arguments

.rec	the R6 recipe object.
terms	the unquoted names of the variables to use or a selector function. terms replaces the '...' of the recipes package but requires variables to be included within 'c()'. For example to include variables x and y you would write 'c(x,y)' in the hydrorecipes package.
one_hot	logical - use one hot encoding.
role	character - the name of the role
skip	logical - should the step be skipped
keep_original_cols	logical - keep the original columns or replace them
...	additional arguments

Value

an updated recipe

Examples

dat <- data.frame(x = qF(sample(1:10, 100, replace = TRUE)),
                  y = rnorm(100))

rec <- recipe(y~x, data = dat) |>
       step_dummy(x, one_hot = FALSE)
rec <- recipe(y~x, data = dat) |>
       step_dummy(x, one_hot = TRUE)

jkennel/hydrorecipes documentation built on Dec. 24, 2024, 5:38 p.m.