tidyAML (version 0.0.6)

plot_regression_residuals: Create ggplot2 plot of regression residuals

Description

Create a ggplot2 plot of regression residuals.

Usage

plot_regression_residuals(.data)

Value

A list of ggplot2 plots or a faceted plot.

Arguments

.data

The data from the output of the extract_regression_residuals() function.

Author

Steven P. Sanderson II, MPH

Details

Create a ggplot2 plot of regression residuals. The output of this function can either be a list of plots or a single faceted plot. This function takes the output of the extract_regression_residuals() function.

See Also

Other Plotting: plot_regression_predictions()

Examples

library(recipes)

rec_obj <- recipe(mpg ~ ., data = mtcars)
frt_tbl <- fast_regression(
  mtcars,
  rec_obj,
  .parsnip_eng = c("lm","glm"),
  .parsnip_fns = "linear_reg"
  )

extract_regression_residuals(frt_tbl, FALSE)[1] |> plot_regression_residuals()
extract_regression_residuals(frt_tbl, TRUE)[1] |> plot_regression_residuals()