mcla.m

聚类分析工具箱 亚历山大博士写的

% function cl = mcla(cls,k)
%
% DESCRIPTION
%  Performs MCLA for CLUSTER ENSEMBLES
%
% Copyright (c) 1998-2002 by Alexander Strehl

function cl = mcla(cls,k)

disp('CLUSTER ENSEMBLES using MCLA');

if ~exist('k'),
   k = max(max(cls));
end;

disp('mcla: preparing graph for meta-clustering');
clb = clstoclbs(cls);
cl_lab = clcgraph(clb,k,'simbjac');
for i=1:max(cl_lab),
   matched_clusters = find(cl_lab==i);
   clb_cum(i,:) = mean(clb(matched_clusters,:),1);
end;
cl = clbtocl(clb_cum);