?? kmeans.m
字號:
function [x,esq,j] = kmeans(d,k,x0)
%KMEANS K-means 舅絆府硫闌 撈儈茄 氦磐 劇磊拳 [X,ESQ,J]=(D,K,X0)%澇仿 牢磊:
% D 單撈磐 氦磐(one per row)
% K 吝繳 骯薦
% X0 檬扁 吝繳藹(可記)
%
%免仿 牢磊:
% X 免仿 凱 氦磐(K 俺狼 凱)
% ESQ 乞閉 磊鉸 坷瞞(mean square error)
% J 阿 單撈磐 氦磐啊 絹蠢 吝繳俊 加竅綽啊狼 禍牢
%
% VOICEBOX 傍俺家膠 薦瀝
% VOICEBOX home page: http://www.ee.ic.ac.uk/hp/staff/dmb/voicebox/voicebox.html
%
[n,p] = size(d);
if nargin<3
x = d(ceil(rand(1,k)*n),:);
else
x=x0;
end
y = x+1;
iter = 0;
while any(x(:) ~= y(:))
iter = iter + 1;
z = disteusq(d,x,'x');
[m,j] = min(z,[],2);
y = x;
for i=1:k
s = j==i;
if any(s)
x(i,:) = mean(d(s,:),1);
else
q=find(m~=0);
if isempty(q) break; end
r=q(ceil(rand*length(q)));
x(i,:) = d(r,:);
m(r)=0;
y=x+1;
end
end
end
esq=mean(m,1);
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