resample_random: Randomly resample a dataset.

Description Usage Arguments Value Examples

View source: R/undersample.R

Description

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

Usage

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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

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

scutr documentation built on June 24, 2021, 5:07 p.m.