run_demo.m

% clc;
close all;

folder_now = pwd;  addpath([folder_now, '\funs']);

n=1000; [X, y] = face_gen(n, 0.1);c=4;   
m=floor(sqrt(n*c));k=5; fig = 1;       

tic
[laKMM,~,~,A,~,Ah,laKMMh ]= demo(X', c, m,k) ;
toc;
result_KMM = ClusteringMeasure(y, laKMM);
if ~fig
    figure('name','KMM')
    rl = randperm(c);
    cm = colormap(jet(c+2));
    for i=1:c
        plot(X(laKMM==rl(i),1),X(laKMM==rl(i),2),'*', 'color', cm(i,:),'MarkerSize',4); hold on;
    end
    plot(A(1,:),A(2,:),'o','MarkerFaceColor', cm(c+2,:),'MarkerEdgeColor',0.3*cm(c+2,:),'MarkerSize',5); hold on;
end
% 
rl = randperm(c);
for j=1:(size(Ah,2)/m)
    A2=Ah(:,(m*(j-1)+1):(m*j));
        if fig
        figure('name','KMM')
        cm = colormap(jet(c+2));
        la=laKMMh(:,j);
        for i=1:c
            plot(X(la==rl(i),1),X(la==rl(i),2),'*', 'color', cm(i,:),'MarkerSize',4); hold on;
        end
        plot(A2(1,:),A2(2,:),'o','MarkerFaceColor', 'r','MarkerEdgeColor',0.3*cm(c+2,:),'MarkerSize',5); hold on;
        end
end