Error using pdist2mex Error in kmeans>distfun

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Tripoli Settou 2018-3-18

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https://ww2.mathworks.cn/matlabcentral/answers/389065-error-using-pdist2mex-error-in-kmeans-distfun

关闭： Stephen23 2018-3-18

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Hi, To represent our data (3233477*256) with Bag of visual word (BOW) which use KMeans clustering to extract visual words when we choose K=5000 this problem show:

   Error using pdist2mex
    Requested 3233477x5000 (120.5GB) array exceeds maximum array size preference. Creation of arrays greater than this limit may take a
    long time and cause MATLAB to become unresponsive. See array size limit or preference panel for more information.
    Error in kmeans>distfun (line 747)
            D = pdist2mex(X,C,'sqe',[],[],[]);
    Error in kmeans/loopBody (line 445)
            D = distfun(X, C, distance, 0, rep, reps);
    Error in internal.stats.parallel.smartForReduce (line 136)
                reduce = loopbody(iter, S);
    Error in kmeans (line 335)
    ClusterBest = internal.stats.parallel.smartForReduce(...
    Error in BOWHistogram (line 12)
    [idx,c,sumd,D2] = kmeans(double(Tab_Feature_Data),NumClust);