main.m

%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
% This is the code for the Auto-UFSTool, which is an Automatic Unspervised %
% Feature Selection Toolbox                                                %
% Version 1.0 August 2022   |  Copyright (c) 2022   | All rights reserved  %
%        ------------------------------------------------------            %
% Redistribution and use in source and binary forms, with or without       %
% modification, are permitted provided that the following conditions are   %
% met:                                                                     %
%    * Redistributions of source code must retain the above copyright      %
%    * Redistributions in binary form must reproduce the above copyright.  %
%         ------------------------------------------------------           %
% "Auto-UFSTool,                                                           %
%  An Automatic MATLAB Toolbox for Unsupervised Feature Selection"         %
%         ------------------------------------------------------           %
%                    Farhad Abedinzadeh | Yegane Modaresnia                %
%          farhaad.abedinzade@gmail.com | y.modaresnia@yahoo.com           %
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%                                                                       %

clc ; clear ; close all
%% Setup
addpath(genpath(pwd)) 
%% Auto-UFSTool | V.1.0 | 2022  
Selection_Method = UFSNaming;
load('COIL20.mat')
% X is a m by n Matrix, Where m is the Number of Samples and n the Number of Features.
%% Result
Result = Auto_UFSTool(X,Selection_Method);