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EM_GM
% EM algorithm for k multidimensional Gaussian mixture estimation
%
% Inputs:
% X(n,d) - input data, n=number of observations, d=dimension of variable
% k - maximum number of Gaussian components allowed
% ltol - percentage of the log likelihood difference between 2 iterations ([] for none)
% maxiter - maximum number of iteration allowed ([] for none)
% pflag - 1 for plotting GM for 1D or 2D cases only, 0 otherwise ([] for none)
% Init - structure of initial W, M, V: Init.W, Init.M, Init.V ([] for none)
%
% Ouputs:
% W(1,k) - estimated weights of GM
% M(d,k) - estimated mean vectors of GM
% V(d,d,k) - estimated covariance matrices of GM
% L - log likelihood of estimates
%( EM algorithm for k multidimensional Gaussian mixture estimation Inputs: X (n, d)- input data, n = number of observations, d = dimension of variable k- maximum number of Gaussian components allowed ltol- percentage of the log likelihood difference between 2 iterations ([] for none) maxiter- maximum number of iteration allowed ([] for none) pflag- 1 for plotting GM for 1D or 2D cases only, 0 otherwise ([] for none) Init- structure of initial W, M, V: Init.W, Init.M, Init.V ([] for none) Ouputs: W (1, k)- estimated weights of GM M (d, k)- estimated mean vectors of GM V (d, d, k)- estimated covariance matrices of GM L- log likelihood of estimates)
- 2008-04-27 15:51:27下载
- 积分:1
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jiao
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- 2014-01-02 19:34:54下载
- 积分:1
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- 2009-05-19 18:07:08下载
- 积分:1
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matlabyingqingdiaoyong
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- 2010-01-10 11:20:56下载
- 积分:1
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TPDS---TheLastWaterMellon-(2)
clearly , the last watermelon ! :)))))
- 2011-02-04 03:08:10下载
- 积分:1
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- 2019-12-16 22:14:52下载
- 积分:1
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- 2007-11-08 20:31:49下载
- 积分:1
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eignmovy
Program to display a movie of eigenvalue and eigenvector vibration analysis
- 2010-09-17 17:00:24下载
- 积分:1
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- 2007-02-05 14:40:28下载
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Rotation-angle-estimation-algorithms-for-textures
Rotation angle estimation algorithms
- 2012-01-18 08:40:38下载
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