resample_random {scutr}

Randomly resample a dataset.

Description

This function is used to resample a dataset by randomly removing or duplicating rows. It is usable for both oversampling and undersampling.

Usage

resample_random(data, cls, cls_col, m)

Arguments

data

Dataframe to be resampled.

cls

Class that should be randomly resampled.

cls_col

Column containing class information.

m

Desired number of samples.

Value

Resampled dataframe containing only cls.

Examples

set.seed(1234)
only2 <- resample_random(wine, 2, "type", 15)