perform_variable_selection: Perform variable selection using regression subsets

In rQSAR: QSAR Modeling with Multiple Algorithms: MLR, PLS, and Random Forest

Perform variable selection using regression subsets

Description

This function performs variable selection using regression subsets method.

Usage

perform_variable_selection(file_path, outcome_col, des_sel_meth = "exhaustive")

Arguments

file_path	The file path of the dataset.
outcome_col	The name of the outcome column.
des_sel_meth	The method for variable selection (default is "exhaustive").

Value

A data frame containing the selected variables and the outcome.

rQSAR documentation built on May 29, 2024, 5:16 a.m.