bal_subsampling: Subsampling
In daltoolboxdp: Python-Based Extensions for Data Analytics Workflows
View source: R/bal_subsampling.R
bal_subsampling R Documentation
Subsampling
Description
Subsampling balances the class distribution of a dataset by reducing the representation of the majority class in the dataset.
Usage
bal_subsampling(attribute)
Arguments
attribute
The class attribute to target balancing using subsampling
Value
A bal_subsampling object.
Examples
data(iris)
mod_iris <- iris[c(1:50,51:71,101:111),]
bal <- bal_subsampling('Species')
bal <- daltoolbox::fit(bal, mod_iris)
adjust_iris <- daltoolbox::transform(bal, mod_iris)
table(adjust_iris$Species)
daltoolboxdp documentation built on June 29, 2025, 5:07 p.m.
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View source: R/bal_subsampling.R
| bal_subsampling | R Documentation |
Subsampling
Description
Subsampling balances the class distribution of a dataset by reducing the representation of the majority class in the dataset.
Usage
bal_subsampling(attribute)
Arguments
attribute |
The class attribute to target balancing using subsampling |
Value
A bal_subsampling object.
Examples
data(iris)
mod_iris <- iris[c(1:50,51:71,101:111),]
bal <- bal_subsampling('Species')
bal <- daltoolbox::fit(bal, mod_iris)
adjust_iris <- daltoolbox::transform(bal, mod_iris)
table(adjust_iris$Species)
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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