most_important {flashlight}R Documentation

Most Important Variables.

Description

Returns the most important variable names sorted descendingly.

Usage

most_important(x, top_m = Inf)

## Default S3 method:
most_important(x, top_m = Inf)

## S3 method for class '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)

See Also

light_importance()

Examples

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)

[Package flashlight version 0.9.0 Index]