flashlight (version 0.3.0)

most_important: Most Important Variables.

Description

Returns the most important variable names sorted descendingly.

Usage

most_important(x, top_m = Inf)
# S3 method for default
most_important(x, top_m = Inf)
# S3 method for light_importance
most_important(x, top_m = Inf)

Arguments

x

An object of class light_importance.

top_m

Maximum number of important variables to be returned. Defaults to Inf, i.e. return all variables in descending order of importance.

Value

A character vector of variable names sorted in descending order by importance.

Methods (by class)

• default: Default method not implemented yet.

• light_importance: Extracts most important variables from an object of class light_importance.

See Also

light_importance.

Examples

# NOT RUN {
fit <- lm(Sepal.Length ~ ., data = iris)
fl <- flashlight(model = fit, label = "ols", data = iris, y = "Sepal.Length")
(imp <- light_importance(fl, seed = 4))
most_important(imp)
most_important(imp, 2)
# }