correspondence of the fitgmdist output to initial mean components

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Hamidreza Heydarian
Hamidreza Heydarian le 7 Déc 2018
Hi,
Imagine that we want to fit mixtures of Gaussians to a set of 2D points. I already have a guess of the potential mean components. Therefore, I supplied fitgmdist with my initial guess using the following code:
S.mu = guess; % guess is a nx2 matrix
S.Sigma = repmat([2 0;0 2],1,1,size(S.mu,1));
S.ComponentProportion = 1/size(S.mu,1)*ones(1,size(S.mu,1)); % equal proportion
GMModel = fitgmdist(data, size(S.mu,1), ...
'Options',statset('Display','off','MaxIter',1000,'TolFun',1e-6), ...
'Start',S);
The question:
Does GMModel.mu have the same order as S.mu? In other words, does GMModel.mu(1,:) corresponds to the initial S.mu(1,:)?

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