resample_random: Randomly resample a dataset.

In scutr: Balancing Multiclass Datasets for Classification Tasks

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)

scutr documentation built on Nov. 18, 2023, 1:08 a.m.