scutr: resample_random – R documentation

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resample_random

Randomly resample a dataset.

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

resample_random(data, cls, cls_col, m)

`data`	Dataframe to be resampled.
`cls`	Class that should be randomly resampled.
`cls_col`	Column containing class information.
`m`	Desired number of samples.

Resampled dataframe containing only cls.

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

Balancing Multiclass Datasets for Classification Tasks

v0.1.2

MIT + file LICENSE

Authors

Keenan Ganz [aut, cre]

Initial release