adding

[mlfp.git] / matlab / get_cluster_mappings.m

function get_cluster_mappings(X, k_min, k_max, fileprefix)\r
\r
for i=k_min:k_max\r
    [model c] = em_kmc(X, i);\r
    filename = sprintf('%s-%d', fileprefix, i);\r
    f = fopen(filename, 'w');\r
    % Write out the name of the file and the training example\r
    for i=1:size(c, 2)\r
        fprintf(f, '%s,%d,%f\n', X.obs(i).name, c(i).best_cluster, model.priors(c(i).best_cluster));\r
    end\r
end