framecleaner (version 0.2.1)

set_fct: set factor

Description

allows option to manually set the first level of the factor, for consistency with yardstick which automatically considers the first level as the "positive class" when evaluating classification.

Usage

set_fct(
  .data,
  ...,
  first_level = NULL,
  order_fct = FALSE,
  labels = NULL,
  max_levels = Inf
)
# S3 method for data.frame
set_fct(.data, ..., first_level = NULL, order_fct = FALSE, max_levels = Inf)
# S3 method for default
set_fct(.data, ..., first_level = NULL, order_fct = FALSE, max_levels = Inf)

Value

tibble

Arguments

.data

dataframe

...

tidyselect (default selection: all character columns)

first_level

character string to set the first level of the factor

order_fct

logical. ordered factor?

labels

chr vector of labels, length equal to factor levels

max_levels

integer. uses fct_lump_n to limit the number of categories. Only the top max_levels are preserved, and the rest being lumped into "other"

Examples

## simply set the first level of a factor

iris$Species %>% levels

iris %>%
  set_fct(Species, first_level = "virginica") %>%
  dplyr::pull(Species) %>%
  levels()