bal_subsampling: Random class undersampling
In daltoolbox: Leveraging Experiment Lines to Data Analytics
View source: R/trans_sample_subsampling.R
bal_subsampling R Documentation
Random class undersampling
Description
Balance class distributions by randomly reducing all classes to the minority count.
Usage
bal_subsampling(attribute)
Arguments
attribute
target class attribute name
Value
returns an object of class bal_subsampling
Examples
data(iris)
iris_imb <- iris[c(1:50, 51:71, 101:111), ]
bal <- bal_subsampling("Species")
iris_bal <- transform(bal, iris_imb)
table(iris_bal$Species)
daltoolbox documentation built on May 14, 2026, 9:06 a.m.
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
View source: R/trans_sample_subsampling.R
| bal_subsampling | R Documentation |
Random class undersampling
Description
Balance class distributions by randomly reducing all classes to the minority count.
Usage
bal_subsampling(attribute)
Arguments
attribute |
target class attribute name |
Value
returns an object of class bal_subsampling
Examples
data(iris)
iris_imb <- iris[c(1:50, 51:71, 101:111), ]
bal <- bal_subsampling("Species")
iris_bal <- transform(bal, iris_imb)
table(iris_bal$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.
Embedding an R snippet on your website
Add the following code to your website.
For more information on customizing the embed code, read Embedding Snippets.