auto_variable_contributions: Plot Variable Contributions

In autostats: Auto Stats

Plot Variable Contributions

Description

Return a variable importance plot and coefficient plot from a linear model. Used to easily visualize the contributions of explanatory variables in a supervised model

Usage

auto_variable_contributions(data, formula, scale = TRUE)

Arguments

data	dataframe
formula	formula
scale	logical. If FALSE puts coefficients on original scale

Value

a ggplot object

Examples

iris %>%
framecleaner::create_dummies() %>%
auto_variable_contributions(
 tidy_formula(., target = Petal.Width)
 )

iris %>%
auto_variable_contributions(
tidy_formula(., target = Species)
)

autostats documentation built on Nov. 10, 2022, 6:13 p.m.