aggregate_feature_importances {GeneSelectR}

Aggregate Feature Importances

Description

This function aggregates the feature importances for each method across all splits.

Usage

aggregate_feature_importances(selected_features)

Arguments

selected_features

A list of selected features. Each element of the list represents a split and should be a named list where the names are the methods and the values are data frames containing the feature importances for that method in that split.

Value

A list containing aggregated feature importances for each feature selection method. Each element in the list is a dataframe with mean and standard deviation of the feature importances for a particular method across all splits. The dataframe includes columns for feature names, mean importances, standard deviations, and ranks.