scutr: oversample_smote – R documentation

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oversample_smote

Oversample a dataset by SMOTE.

Oversample a dataset by SMOTE.

oversample_smote(data, cls, cls_col, m)

`data`	Dataset to be oversampled.
`cls`	Class to be oversampled.
`cls_col`	Column containing class information.
`m`	Desired number of samples in the oversampled data.

The oversampled dataset.

table(iris$Species)
smoted <- oversample_smote(iris, "setosa", "Species", 100)
nrow(smoted)

Balancing Multiclass Datasets for Classification Tasks

v0.1.2

MIT + file LICENSE

Authors

Keenan Ganz [aut, cre]

Initial release