undersample_mclust: Undersample a dataset by expectation-maximization clustering

Description Usage Arguments Value Examples

View source: R/undersample.R

Description

Undersample a dataset by expectation-maximization clustering

Usage

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undersample_mclust(data, cls, cls_col, m)

Arguments

data

Data to be undersampled.

cls

Class to be undersampled.

cls_col

Class column.

m

Number of samples in undersampled dataset.

Value

The undersampled dataframe containing only instance of cls.

Examples

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setosa <- iris[iris$Species == "setosa", ]
nrow(setosa)
undersamp <- undersample_mclust(setosa, "setosa", "Species", 15)
nrow(undersamp)

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