set_default_fs_methods {GeneSelectR}

Set Default Feature Selection Methods

Description

Set Default Feature Selection Methods

Usage

set_default_fs_methods(modules, max_features, random_state)

Arguments

modules

A list containing the definitions for the Python modules and submodules.

max_features

The maximum number of features to consider.

random_state

An integer value setting the random seed for feature selection algorithms and cross validation procedure. By default set to NULL to use different random seed every time an algorithm is used. For reproducibility could be fixed, otherwise for an unbiased estimation should be left as NULL.

Value

A list containing preprocessing steps and default feature selection methods.