fuzzy_forest {fuzzyforest}

Fuzzy Forest Object

Description

Fuzzy forests returns an object of type fuzzyforest.

Usage

fuzzy_forest(feature_list, final_rf, module_membership,
  WGCNA_object = NULL, survivor_list, selection_list)

Arguments

feature_list

List of selected features along with variable importance measures.

final_rf

A final random forest fit using the features selected by fuzzy forests.

module_membership

Module membership of each feature.

WGCNA_object

If applicable, output of WGCNA analysis.

survivor_list

List of features that have survived screening step.

selection_list

List of features retained at each iteration of selection step.

Value

An object of type fuzzy_forest.

Note

This work was partially funded by NSF IIS 1251151 and AMFAR 8721SC.