Wrapper Methods

Recursive Feature Elimination, Wrapper Algorithm

Recursive Feature Elimination

Input Data

Parameters	Input
Target Data	Input data
rfe object	Name of the recursive feature elimination object (fill out at your discretion)
X	User-defined columns for X supply two or more columns (all data type)
Y	User-defined column of Y factor for classification, numeric vector for regression

[Task Information of RecursiveFeatureElimination]

Wrapper Algorithm

Input Data

Parameters	Input
Target Data	Input data
Boruta Object	Name of the boruta object (fill out at your discretion)
X	User-defined columns for X (predictors) supply two or more columns (all data type)
Y	User-defined column of Y factor for classification, numeric vector for regression

[Task Information of Wrapper Algorithm]

Workflow Example

R Package

Recursive Feature Elimination: https://www.rdocumentation.org/packages/caret/versions/6.0-86/topics/rfe

Wrapper Algorithm: https://www.rdocumentation.org/packages/Boruta/versions/7.0.0/topics/Boruta