removeEmptyClusters.m
af6d4b2b3eddmaster

removeEmptyClusters.m
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			function [centroids, clusterIndexes] = removeEmptyClusters(centroids, clusterIndexes)

			% Get the minimum of each centroid
			centMin = min(centroids);

			% Check if there is something
			emptyClusterIndexes = find(ismember(centroids, centMin, 'rows'))

			if (~isempty(emptyClusterIndexes) )
			centroids(emptyClusterIndexes, :) = [];
			clusterIndexes(find(clusterIndexes == emptyClusterIndexes)) = [];
			end