rs.SMOTE: Synthetic Minority Over-sampling Technique (SMOTE)

In nunompmoniz/autoresampling: Automated Resampling Strategies for Imbalanced Learning

Description

Synthetic Minority Over-sampling Technique (SMOTE)

Usage

rs.SMOTE(form, train, und.perc = 1, ove.perc = 0, ...)

Arguments

form	A model formula
train	A data.frame object with the training data
und.perc	Undersampling percentage for the majority class (default is 1)
ove.perc	Oversampling percentage for the minority class (default is 1)
...	Additional parameters for the resampling strategy

Value

New data set

nunompmoniz/autoresampling documentation built on April 26, 2021, 4:43 a.m.