auto_variable_contributions {autostats}

R Documentation

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)
)

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