auto_variable_contributions {autostats} | R Documentation |
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
auto_variable_contributions(data, formula, scale = TRUE)
data |
dataframe |
formula |
formula |
scale |
logical. If FALSE puts coefficients on original scale |
a ggplot object
iris %>%
framecleaner::create_dummies() %>%
auto_variable_contributions(
tidy_formula(., target = Petal.Width)
)
iris %>%
auto_variable_contributions(
tidy_formula(., target = Species)
)