balance_target {explore}

Balance target variable

Description

Balances the target variable in your dataset using downsampling. Target must be 0/1, FALSE/TRUE ore no/yes

Usage

balance_target(data, target, min_prop = 0.1, seed)

Arguments

data

A dataset

target

Target variable (0/1, TRUE/FALSE, yes/no)

min_prop

Minimum proportion of one of the target categories

seed

Seed for random number generator

Value

Data

Examples

iris$is_versicolor <- ifelse(iris$Species == "versicolor", 1, 0)
balanced <- balance_target(iris, target = is_versicolor, min_prop = 0.5)
describe(balanced, is_versicolor)